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Millions of Americans receiving food assistance benefits just earned a new right that they can’t yet enforce: The right to be reimbursed if funds on their Electronic Benefit Transfer (EBT) cards are stolen by card skimming devices secretly installed at cash machines and grocery store checkout lanes.
On December 29, 2022, President Biden signed into law the Consolidated Appropriations Act of 2023, which — for the first time ever — includes provisions for the replacement of stolen EBT benefits. This is a big deal because in 2022, organized crime groups began massively targeting EBT accounts — often emptying affected accounts at ATMs immediately after the states disperse funds each month.
EBT cards can be used along with a personal identification number (PIN) to pay for goods at participating stores, and to withdraw cash from an ATM. However, EBT cards differ from debit cards issued to most Americans in two important ways. First, most states do not equip EBT cards with smart chip technology, which can make the cards more difficult and expensive for skimming thieves to clone.
More critically, EBT participants traditionally have had little hope of recovering food assistance funds when their cards were copied by card-skimming devices and used for fraud. That’s because while the EBT programs are operated by individually by the states, those programs are funded by the U.S. Department of Agriculture (USDA), which until late last year was barred from reimbursing states for stolen EBT funds.
The protections passed in the 2023 Appropriations Act allow states to use federal funds to replace stolen EBT benefits, and they permit states to seek reimbursement for any skimmed EBT funds they may have replaced from their own coffers (dating back to Oct. 1, 2022).
But first, all 50 states must each submit a plan for how they are going to protect and replace food benefits stolen via card skimming. Guidance for the states in drafting those plans was issued by the USDA on Jan. 31 (PDF), and states that don’t get them done before Feb. 27, 2023 risk losing the ability to be reimbursed for EBT fraud losses.
Deborah Harris is a staff attorney at The Massachusetts Law Reform Institute (MLRI), a nonprofit legal assistance organization that has closely tracked the EBT skimming epidemic. In November 2022, the MLRI filed a class-action lawsuit against Massachusetts on behalf of thousands of low-income families who were collectively robbed of more than $1 million in food assistance benefits by card skimming devices secretly installed at cash machines and grocery store checkout lanes across the state.
Harris said she’s pleased that the USDA guidelines were issued so promptly, and that the guidance for states was not overly prescriptive. For example, some security experts have suggested that adding contactless capability to EBT cards could help participants avoid skimming devices altogether. But Harris said contactless cards do not require a PIN, which is the only thing that stops EBT cards from being drained at the ATM when a participant’s card is lost or stolen.
Then again, nothing in the guidance even mentions chip-based cards, or any other advice for improving the physical security of EBT cards. Rather, it suggests states should seek to develop the capability to perform basic fraud detection and alerting on suspicious transactions, such as when an EBT card that is normally used only in one geographic area suddenly is used to withdraw cash at an ATM halfway across the country.
“Besides having the states move fast to approve their plans, we’d also like to see a focused effort to move states from magstripe-only cards to chip, and also assisting states to develop the algorithms that will enable them to identify likely incidents of stolen benefits,” Harris said.
Harris said Massachusetts has begun using algorithms to look for these suspicious transaction patterns throughout its EBT network, and now has the ability to alert households and verify transactions. But she said most states do not have this capability.
“We have heard that other states aren’t currently able to do that,” Harris said. “But encouraging states to more affirmatively identify instances of likely theft and assisting with the claims and verification process is critical. Most households can’t do that on their own, and in Massachusetts it’s very hard for a person to get a copy of their transaction history. Some states can do that through third-party apps, but something so basic should not be on the burden of EBT households.”
Some states aren’t waiting for direction from the federal government to beef up EBT card security. Like Maryland, which identified more than 1,400 households hit by EBT skimming attacks last year — a tenfold increase over 2021.
Advocates for EBT beneficiaries in Maryland are backing Senate Bill 401 (PDF), which would require the use of chip technology and ongoing monitoring for suspicious activity (a hearing on SB401 is scheduled in the Maryland Senate Finance Commission for Thursday, Feb. 23, at 1 p.m.).
Michelle Salomon Madaio is a director at the Homeless Persons Representation Project, a legal assistance organization based in Silver Spring, Md. Madaio said the bill would require the state Department of Human Services to replace skimmed benefits, not only after the bill goes into effect but also retroactively from January 2020 to the present.
Madaio said the bill also would require the state to monitor for patterns of suspicious activity on EBT cards, and to develop a mechanism to contact potentially affected households.
“For most of the skimming victims we’ve worked with, the fraudulent transactions would be pretty easy to spot because they mostly happened in the middle of the night or out of state, or both,” Madaio said. “To make matters worse, a lot of families whose benefits were scammed then incurred late fees on many other things as a result.”
It is not difficult to see why organized crime groups have pounced on EBT cards as easy money. In most traditional payment card transactions, there are usually several parties that have a financial interest in minimizing fraud and fraud losses, including the bank that issued the card, the card network (Visa, MasterCard, Discover, etc.), and the merchant.
But that infrastructure simply does not exist within state EBT programs, and it certainly isn’t a thing at the inter-state level. What that means is that the vast majority of EBT cards have zero fraud controls, which is exactly what continues to make them so appealing to thieves.
For now, the only fraud controls available to most EBT cardholders include being especially paranoid about where they use their cards, and frequently changing their PINs.
According to USDA guidance issued prior to the passage of the appropriations act, EBT cardholders should consider changing their card PIN at least once a month.
“By changing PINs frequently, at least monthly, and doing so before benefit issuance dates, households can minimize their risk of stolen benefits from a previously skimmed EBT card,” the USDA advised.
Authorities in the United States and United Kingdom today levied financial sanctions against seven men accused of operating “Trickbot,” a cybercrime-as-a-service platform based in Russia that has enabled countless ransomware attacks and bank account takeovers since its debut in 2016. The U.S. Department of the Treasury says the Trickbot group is associated with Russian intelligence services, and that this alliance led to the targeting of many U.S. companies and government entities.
Initially a stealthy trojan horse program delivered via email and used to steal passwords, Trickbot evolved into “a highly modular malware suite that provides the Trickbot Group with the ability to conduct a variety of illegal cyber activities, including ransomware attacks,” the Treasury Department said.
A spam email from 2020 containing a Trickbot-infected attachment. Image: Microsoft.
“During the height of the COVID-19 pandemic in 2020, Trickbot targeted hospitals and healthcare centers, launching a wave of ransomware attacks against hospitals across the United States,” the sanctions notice continued. “In one of these attacks, the Trickbot Group deployed ransomware against three Minnesota medical facilities, disrupting their computer networks and telephones, and causing a diversion of ambulances. Members of the Trickbot Group publicly gloated over the ease of targeting the medical facilities and the speed with which the ransoms were paid to the group.”
Only one of the men sanctioned today is known to have been criminally charged in connection with hacking activity. According to the Treasury Department, the alleged senior leader of the Trickbot group is 34-year-old Russian national Vitaly “Bentley” Kovalev.
A New Jersey grand jury indicted Kovalev in 2012 after an investigation by the U.S. Secret Service determined that he ran a massive “money mule” scheme, which used phony job offers to trick people into laundering money stolen from hacked small to mid-sized businesses in the United States. The 2012 indictment against Kovalev relates to cybercrimes he allegedly perpetrated prior to the creation of Trickbot.
In 2015, Kovalev reportedly began filming a movie in Russia about cybercrime called “Botnet.” According to a 2016 story from Forbes.ru, Botnet’s opening scene was to depict the plight of Christina Svechinskaya, a Russian student arrested by FBI agents in September 2010.
Christina Svechinskaya, a money mule hired by Bentley who was arrested by the FBI in 2010.
Svechinskaya was one of Bentley’s money mules, most of whom were young Russian students on temporary travel visas in the United States. She was among 37 alleged mules charged with aiding an international cybercrime operation — basically, setting up phony corporate bank accounts for the sole purpose of laundering stolen funds.
Although she possessed no real hacking skills, Svechinskaya’s mugshot and social media photos went viral online and she was quickly dubbed “the world’s sexiest computer hacker” by the tabloids.
Kovalev’s Botnet film project was disrupted after Russian authorities raided the film production company’s offices as part of a cybercrime investigation. In February 2016, Reuters reported that the raid was connected to a crackdown on “Dyre,” a sophisticated trojan that U.S. federal investigators say was the precursor to the Trickbot malware. The Forbes.ru article cited sources close to the investigation who said the film studio was operating as a money-laundering front for the cybercrooks behind Dyre.
But shifting political winds in Russia would soon bring high treason charges against three of the Russian cybercrime investigators tied to the investigation into the film studio. In a major shakeup in 2017, the Kremlin levied treason charges against Sergey Mikhaylov, then deputy chief of Russia’s top anti-cybercrime unit.
Also charged with treason was Ruslan Stoyanov, then a senior employee at Russian security firm Kaspersky Lab [the Forbes.ru report from 2016 said investigators from Mikhaylov’s unit and Kaspersky Lab were present at the film company raid].
Russian media outlets have speculated that the men were accused of treason for helping American cybercrime investigators pursue top Russian hackers. However, the charges against both men were classified and have never been officially revealed. After their brief, closed trial, both men were convicted of treason. Mikhaylov was given a 22 year prison sentence; Stoyanov was sentenced to 14 years in prison.
In September 2021, the Kremlin issued treason charges against Ilya Sachkov, formerly head of the cybersecurity firm Group-IB. According to Reuters, Sachkov and his company were hired by the film studio “to advise the Botnet director and writers on the finer points of cybercrime.” Sachkov remains imprisoned in Russia pending his treason trial.
Trickbot was heavily used by Conti and Ryuk, two of Russia’s most ruthless and successful ransomware groups. Blockchain analysis firm Chainalysis estimates that in 2021 alone, Conti extorted more than USD $100 million from its hacking victims; Chainalysis estimates Ryuk extorted more than USD $150 million from its ransomware victims.
The U.S. cybersecurity firm CrowdStrike has long tracked the activities of Trickbot, Ryuk and Conti under the same moniker — “Wizard Spider” — which CrowdStrike describes as “a Russia-nexus cybercriminal group behind the core development and distribution of a sophisticated arsenal of criminal tools, that allow them to run multiple different types of operations.”
“CrowdStrike Intelligence has observed WIZARD SPIDER targeting multiple countries and industries such as academia, energy, financial services, government, and more,” said Adam Meyers, head of intelligence at CrowdStrike.
This is not the U.S. government’s first swipe at the Trickbot group. In early October 2020, KrebsOnSecurity broke the news that someone had launched a series of coordinated attacks designed to disrupt the Trickbot botnet. A week later, The Washington Post ran a story saying the attack on Trickbot was the work of U.S. Cyber Command, a branch of the Department of Defense headed by the director of the U.S. National Security Agency (NSA).
Days after Russia invaded Ukraine in February 2022, a Ukrainian researcher leaked several years of internal chat logs from the Conti ransomware gang. Those candid conversations offer a fascinating view into the challenges of running a sprawling criminal enterprise with more than 100 salaried employees. They also showed that Conti enjoyed protection from prosecution by Russian authorities, as long as the hacker group took care not to target Russian organizations.
In addition, the leaked Conti chats confirmed there was considerable overlap in the operation and leadership of Conti, Trickbot and Ryuk.
Michael DeBolt, chief intelligence officer at cybersecurity firm Intel 471, said the leaked Conti chats showed Bentley oversaw a team of coders tasked with ensuring that the Trickbot and Conti malware remained undetected by the different antivirus and security software vendors.
In the years prior to the emergence of Trickbot in 2016, Bentley worked closely on the Gameover ZeuS trojan, a peer-to-peer malware threat that infected between 500,000 and a million computers with an automated ransomware strain called Cryptolocker, DeBolt said.
The FBI has a standing $3 million bounty offered for the capture of Evgeny “Slavik” Bogachev, the alleged author of the Zeus trojan. And there are indications that Bentley worked directly with Bogachev. DeBolt pointed to an October 2014 discussion on the exclusive Russian hacking forum Mazafaka that included a complaint by a Russian hosting firm against a forum user by the name “Ferrari” who had failed to pay a $30,000 hosting bill.
In that discussion thread, it emerged that the hosting company thought it was filing a complaint against Slavik. But the Mazafaka member who vouched for Ferrari’s membership on the forum said they knew Ferrari as Bentley the mule handler, and at some point Slavik and Bentley must have been sharing the Ferrari user account.
“It is likely that Slavik (aka. Bogachev) and Bentley (aka. Kovalev) shared the same ‘Ferrari’ handle on the Mazafaka forum circa 2014, which suggests the two had a working relationship at that time, and supports the recent US and UK Government announcements regarding Kovalev’s past involvement in cybercrime predating Dyre or the Trickbot Group,” DeBolt said.
CrowdStrike’s Meyers said while Wizard Spider operations have significantly reduced following the demise of Conti in June 2022, today’s sanctions will likely cause temporary disruptions for the cybercriminal group while they look for ways to circumvent the financial restrictions — which make it illegal to transact with or hold the assets of sanctioned persons or entities.
“Often, when cybercriminal groups are disrupted, they will go dark for a time only to rebrand under a new name,” Meyers said.
The prosecution of Kovalev is being handled by the U.S. Attorney’s Office in New Jersey. A copy of the now-unsealed 2012 indictment of Kovalev is here (PDF).
On Dec. 23, 2022, KrebsOnSecurity alerted big-three consumer credit reporting bureau Experian that identity thieves had worked out how to bypass its security and access any consumer’s full credit report — armed with nothing more than a person’s name, address, date of birth, and Social Security number. Experian fixed the glitch, but remained silent about the incident for a month. This week, however, Experian acknowledged that the security failure persisted for nearly seven weeks, between Nov. 9, 2022 and Dec. 26, 2022.
The tip about the Experian weakness came from Jenya Kushnir, a security researcher living in Ukraine who said he discovered the method being used by identity thieves after spending time on Telegram chat channels dedicated to cybercrime.
Normally, Experian’s website will ask a series of multiple-choice questions about one’s financial history, as a way of validating the identity of the person requesting the credit report. But Kushnir said the crooks learned they could bypass those questions and trick Experian into giving them access to anyone’s credit report, just by editing the address displayed in the browser URL bar at a specific point in Experian’s identity verification process.
When I tested Kushnir’s instructions on my own identity at Experian, I found I was able to see my report even though Experian’s website told me it didn’t have enough information to validate my identity. A security researcher friend who tested it at Experian found she also could bypass Experian’s four or five multiple-choice security questions and go straight to her full credit report at Experian.
Experian acknowledged receipt of my Dec. 23 report four days later on Dec. 27, a day after Kushnir’s method stopped working on Experian’s website (the exploit worked as long as you came to Experian’s website via annualcreditreport.com — the site mandated to provide a free copy of your credit report from each of the major bureaus once a year).
Experian never did respond to official requests for comment on that story. But earlier this week, I received an otherwise unhelpful letter via snail mail from Experian (see image above), which stated that the weakness we reported persisted between Nov. 9, 2022 and Dec. 26, 2022.
“During this time period, we experienced an isolated technical issue where a security feature may not have functioned,” Experian explained.
It’s not entirely clear whether Experian sent me this paper notice because they legally had to, or if they felt I deserved a response in writing and thought maybe they’d kill two birds with one stone. But it’s pretty crazy that it took them a full month to notify me about the potential impact of a security failure that I notified them about.
It’s also a little nuts that Experian didn’t simply include a copy of my current credit report along with this letter, which is confusingly worded and reads like they suspect someone other than me may have been granted access to my credit report without any kind of screening or authorization.
After all, if I hadn’t authorized the request for my credit file that apparently prompted this letter (I had), that would mean the thieves already had my report. Shouldn’t I be granted the same visibility into my own credit file as them?
Instead, their woefully inadequate letter once again puts the onus on me to wait endlessly on hold for an Experian representative over the phone, or sign up for a free year’s worth of Experian monitoring my credit report.
As it stands, using Kushnir’s exploit was the only time I’ve ever been able to get Experian’s website to cough up a copy of my credit report. To make matters worse, a majority of the information in that credit report is not mine. So I’ve got that to look forward to.
If there is a silver lining here, I suppose that if I were Experian, I probably wouldn’t want to show Brian Krebs his credit file either. Because it’s clear this company has no idea who I really am. And in a weird, kind of sad way I guess, that makes me happy.
For thoughts on what you can do to minimize your victimization by and overall worth to the credit bureaus, see this section of the most recent Experian story.
Identity thieves have been exploiting a glaring security weakness in the website of Experian, one of the big three consumer credit reporting bureaus. Normally, Experian requires that those seeking a copy of their credit report successfully answer several multiple choice questions about their financial history. But until the end of 2022, Experian’s website allowed anyone to bypass these questions and go straight to the consumer’s report. All that was needed was the person’s name, address, birthday and Social Security number.
The vulnerability in Experian’s website was exploitable after one applied to see their credit file via annualcreditreport.com.
In December, KrebsOnSecurity heard from Jenya Kushnir, a security researcher living in Ukraine who said he discovered the method being used by identity thieves after spending time on Telegram chat channels dedicated to the cashing out of compromised identities.
“I want to try and help to put a stop to it and make it more difficult for [ID thieves] to access, since [Experian is] not doing shit and regular people struggle,” Kushnir wrote in an email to KrebsOnSecurity explaining his motivations for reaching out. “If somehow I can make small change and help to improve this, inside myself I can feel that I did something that actually matters and helped others.”
Kushnir said the crooks learned they could trick Experian into giving them access to anyone’s credit report, just by editing the address displayed in the browser URL bar at a specific point in Experian’s identity verification process.
Following Kushnir’s instructions, I sought a copy of my credit report from Experian via annualcreditreport.com — a website that is required to provide all Americans with a free copy of their credit report from each of the three major reporting bureaus, once per year.
Annualcreditreport.com begins by asking for your name, address, SSN and birthday. After I supplied that and told Annualcreditreport.com I wanted my report from Experian, I was taken to Experian.com to complete the identity verification process.
Normally at this point, Experian’s website would present four or five multiple-guess questions, such as “Which of the following addresses have you lived at?”
Kushnir told me that when the questions page loads, you simply change the last part of the URL from “/acr/oow/” to “/acr/report,” and the site would display the consumer’s full credit report.
But when I tried to get my report from Experian via annualcreditreport.com, Experian’s website said it didn’t have enough information to validate my identity. It wouldn’t even show me the four multiple-guess questions. Experian said I had three options for a free credit report at this point: Mail a request along with identity documents, call a phone number for Experian, or upload proof of identity via the website.
But that didn’t stop Experian from showing me my full credit report after I changed the Experian URL as Kushnir had instructed — modifying the error page’s trailing URL from “/acr/OcwError” to simply “/acr/report”.
Experian’s website then immediately displayed my entire credit file.
Even though Experian said it couldn’t tell that I was actually me, it still coughed up my report. And thank goodness it did. The report contains so many errors that it’s probably going to take a good deal of effort on my part to straighten out.
Now I know why Experian has NEVER let me view my own file via their website. For example, there were four phone numbers on my Experian credit file: Only one of them was mine, and that one hasn’t been mine for ages.
I was so dumbfounded by Experian’s incompetence that I asked a close friend and trusted security source to try the method on her identity file at Experian. Sure enough, when she got to the part where Experian asked questions, changing the last part of the URL in her address bar to “/report” bypassed the questions and immediately displayed her full credit report. Her report also was replete with errors.
KrebsOnSecurity shared Kushnir’s findings with Experian on Dec. 23, 2022. On Dec. 27, 2022, Experian’s PR team acknowledged receipt of my Dec. 23 notification, but the company has so far ignored multiple requests for comment or clarification.
By the time Experian confirmed receipt of my report, the “exploit” Kushnir said he learned from the identity thieves on Telegram had been patched and no longer worked. But it remains unclear how long Experian’s website was making it so easy to access anyone’s credit report.
In response to information shared by KrebsOnSecurity, Senator Ron Wyden (D-Ore.) said he was disappointed — but not at all surprised — to hear about yet another cybersecurity lapse at Experian.
“The credit bureaus are poorly regulated, act as if they are above the law and have thumbed their noses at Congressional oversight,” Wyden said in a written statement. “Just last year, Experian ignored repeated briefing requests from my office after you revealed another cybersecurity lapse the company.”
Sen. Wyden’s quote above references a story published here in July 2022, which broke the news that identity thieves were hijacking consumer accounts at Experian.com just by signing up as them at Experian once more, supplying the target’s static, personal information (name, DoB/SSN, address) but a different email address.
From interviews with multiple victims who contacted KrebsOnSecurity after that story, it emerged that Experian’s own customer support representatives were actually telling consumers who got locked out of their Experian accounts to recreate their accounts using their personal information and a new email address. This was Experian’s advice even for people who’d just explained that this method was what identity thieves had used to lock them in out in the first place.
Clearly, Experian found it simpler to respond this way, rather than acknowledging the problem and addressing the root causes (lazy authentication and abhorrent account recovery practices). It’s also worth mentioning that reports of hijacked Experian.com accounts persisted into late 2022. That screw-up has since prompted a class action lawsuit against Experian.
Sen. Wyden said the Federal Trade Commission (FTC) and Consumer Financial Protection Bureau (CFPB) need to do much more to protect Americans from screw-ups by the credit bureaus.
“If they don’t believe they have the authority to do so, they should endorse legislation like my Mind Your Own Business Act, which gives the FTC power to set tough mandatory cybersecurity standards for companies like Experian,” Wyden said.
Sadly, none of this is terribly shocking behavior for Experian, which has shown itself a completely negligent custodian of obscene amounts of highly sensitive consumer information.
In April 2021, KrebsOnSecurity revealed how identity thieves were exploiting lax authentication on Experian’s PIN retrieval page to unfreeze consumer credit files. In those cases, Experian failed to send any notice via email when a freeze PIN was retrieved, nor did it require the PIN to be sent to an email address already associated with the consumer’s account.
A few days after that April 2021 story, KrebsOnSecurity broke the news that an Experian API was exposing the credit scores of most Americans.
It’s bad enough that we can’t really opt out of companies like Experian making $2.6 billion each quarter collecting and selling gobs of our personal and financial information. But there has to be some meaningful accountability when these monopolistic companies engage in negligent and reckless behavior with the very same consumer data that feeds their quarterly profits. Or when security and privacy shortcuts are found to be intentional, like for cost-saving reasons.
And as we saw with Equifax’s consolidated class-action settlement in response to letting state-sponsored hackers from China steal data on nearly 150 million Americans back in 2017, class-actions and more laughable “free credit monitoring” services from the very same companies that created the problem aren’t going to cut it.
It is easy to adopt a defeatist attitude with the credit bureaus, who often foul things up royally even for consumers who are quite diligent about watching their consumer credit files and disputing any inaccuracies.
But there are some concrete steps that everyone can take which will dramatically lower the risk that identity thieves will ruin your financial future. And happily, most of these steps have the side benefit of costing the credit bureaus money, or at least causing the data they collect about you to become less valuable over time.
The first step is awareness. Find out what these companies are saying about you behind your back. Keep in mind that — fair or not — your credit score as collectively determined by these bureaus can affect whether you get that loan, apartment, or job. In that context, even small, unintentional errors that are unrelated to identity theft can have outsized consequences for consumers down the road.
Each bureau is required to provide a free copy of your credit report every year. The easiest way to get yours is through annualcreditreport.com.
Some consumers report that this site never works for them, and that each bureau will insist they don’t have enough information to provide a report. I am definitely in this camp. Thankfully, a financial institution that I already have a relationship with offers the ability to view your credit file through them. Your mileage on this front may vary, and you may end up having to send copies of your identity documents through the mail or website.
When you get your report, look for anything that isn’t yours, and then document and file a dispute with the corresponding credit bureau. And after you’ve reviewed your report, set a calendar reminder to recur every four months, reminding you it’s time to get another free copy of your credit file.
If you haven’t already done so, consider making 2023 the year that you freeze your credit files at the three major reporting bureaus, including Experian, Equifax and TransUnion. It is now free to people in all 50 U.S. states to place a security freeze on their credit files. It is also free to do this for your partner and/or your dependents.
Freezing your credit means no one who doesn’t already have a financial relationship with you can view your credit file, making it unlikely that potential creditors will grant new lines of credit in your name to identity thieves. Freezing your credit file also means Experian and its brethren can no longer sell peeks at your credit history to others.
Anytime you wish to apply for new credit or a new job, or open an account at a utility or communications provider, you can quickly thaw a freeze on your credit file, and set it to freeze automatically again after a specified length of time.
Please don’t confuse a credit freeze (a.k.a. “security freeze”) with the alternative that the bureaus will likely steer you towards when you ask for a freeze: “Credit lock” services.
The bureaus pitch these credit lock services as a way for consumers to easily toggle their credit file availability with push of a button on a mobile app, but they do little to prevent the bureaus from continuing to sell your information to others.
My advice: Ignore the lock services, and just freeze your credit files already.
One final note. Frequent readers here will have noticed that I’ve criticized these so-called “knowledge-based authentication” or KBA questions that Experian’s website failed to ask as part of its consumer verification process.
KrebsOnSecurity has long assailed KBA as weak authentication because the questions and answers are drawn largely from consumer records that are public and easily accessible to organized identity theft groups.
That said, given that these KBA questions appear to be the ONLY thing standing between me and my Experian credit report, it seems like maybe they should at least take care to ensure that those questions actually get asked.
Our core mission in the NOC is network resilience. We also provide integrated security, visibility and automation, a SOC inside the NOC.
In part one, we covered:
In part two, we are going deep with security:
As the needs of Black Hat evolved, so did the Cisco Secure Technologies in the NOC:
The SecureX dashboard made it easy to see the status of each of the connected Cisco Secure technologies.
Since joining the Black Hat NOC in 2016, my goal remains integration and automation. As a NOC team comprised of many technologies and companies, we are pleased that this Black Hat NOC was the most integrated to date, to provide an overall SOC cybersecurity architecture solution.
We have ideas for even more integrations for Black Hat Asia and Black Hat USA 2023. Thank you, Piotr Jarzynka, for designing the integration diagram.
Below are the SecureX threat response integrations for Black Hat Europe, empowering analysts to investigate Indicators of Compromise very quickly, with one search.
The original Black Hat NOC integration for Cisco was NetWitness sending suspicious files to Threat Grid (know Secure Malware Analytics). We expanded that in 2022 with Palo Alto Networks Cortex XSOAR and used it in London, for investigation of malicious payload attack.
NetWitness observed a targeted attack against the Black Hat network. The attack was intended to compromise the network.
NetWitness extracted the payload and sent it to Secure Malware Analytics for detonation.
Reviewing the analysis report, we were able to quickly determine it was the MyDoom worm, which would have been very damaging.
The attack was blocked at the perimeter and the analysts were able to track and enrich the incident in XSOAR.
My first time at Black Hat turned out to be an incredible journey!
Thanks to the cybersecurity partnership between Paris 2024 and Cisco, I was able to integrate into the Cisco Crew, to operate the NOC/SOC as a Threat Hunter on the most dangerous network in the world for this European Edition of Black Hat.
My first day, I helped with deploying the network by installing the wireless Meraki APs on the venue, understanding how they were configured and how they could help analysts to identify and locate any client connected to the network that could have a bad behavior during the event, the idea being to protect the attendees if an attack was to spray on the network.
Following this “physical” deployment, I’ve been able to access the whole Cisco Secure environment including Meraki, Secure Malware Analytics, Umbrella, SecureX and the other Black Hat NOC partners software tools.
SecureX was definitely the product on which I wanted to step up. By having so fantastic professionals around me, we were able to dig in the product, identifying potential use cases to deploy in the orchestration module and expected integrations for Paris 2024.
Time was flying and so were the attendees to the conference, a network without user is fun but can be quite boring as nothing happens, having so many cybersecurity professional at the same place testing different security malwares, attacks and so on led us to very interesting investigations. A paradox at the Black Hat, we do not want to block malicious content as it could be part of exercises or training classes, quite a different mindset as what we, security defenders, are used to! Using the different components, we were able to find some observables/IOCs that we investigate through SecureX, SecureX being connected to all the other components helped us to enrich the observables (IPs, urls, domains…), understanding the criticality of what we identified (such as malware payloads) and even led us to poke the folks in the training classes to let them know that something really wrong was happening on their devices.
Being part of the Black Hat NOC was an incredible experience, I was able to meet fantastic professionals, fully committed on making the event a success for all attendees and exhibitors. It also helped me to better understand how products, that we use or will use within Paris 2024, could be leveraged to our needs and which indicators could be added to our various Dashboards, helping us to identify, instantaneously, that something is happening.
During the last day of Black Hat Europe, our NOC partner, NetWitness saw some files being downloaded on the network. The integration again automatically carved out the file and submitted the Cisco Secure Malware Analytics (SMA) platform. One of those files came back as a trojan, after SMA detonated the file in a sandbox environment. The specific hash is the below SHA-256:
938635a0ceed453dc8ff60eab20c5d168a882bdd41792e5c5056cc960ebef575
The screenshot below shows some of the behaviors that influenced the decision:
The result of seeing these behaviors caused SMA to give it the highest judgement score available to a detonated file:
After this judgement was made, we connected with the Palo Alto Networks team, and they found the IP address associated with the file download.
Once we had this information, we went to the Meraki dashboard and did a search for the IP address. The search returned only one client that has been associated with the address for the entire Black Hat conference.
Knowing that there has only been one client associated with the address made finding the attendee easier. We then needed to know where they were and Meraki had this figured out. After opening the client’s profile, we saw what SSID and access point (AP) they were connected to using the Meraki location map.
We then found the attendee and let them know to have their IT inspect their laptop to make sure it is clean.
Apart from the technical challenges of running a temporary network for N thousand people, the Black Hat event reminded us that success doesn’t happen without teamwork; that leadership isn’t just about keeping the project on track. It is also about looking after the team and that small details in planning, build up and tear down can be just as important, as having all the right tools and fantastically skilled Individuals using them during the event itself.
In the Cisco Secure technology stack, within the Black Hat NOC, we use SecureX Single Sign-on. This reduces the confusion of managing multiple accounts and passwords. It also streamlines the integrations between the Cisco products and our fellow NOC partners. We have an open ecosystem approach to integrations and access in the NOC, so we will provision Cisco Secure accounts for any staff member of the NOC. Logging into each individual console and creating an account is time consuming and can often lead to confusion on which tools to provision and which permission levels are needed.
To automate this process, I developed two workflows: one to create non-admin users for NOC partners and one to create administrator accounts in all the tools for Cisco staff. The workflows create accounts in SecureX, Secure Malware Analytics (Threat Grid), Umbrella DNS and Meraki dashboard, all using SecureX Single Sign-On.
Here is what the workflow looks like for creating non-admin users.
The workflow requires three inputs: first name, last name, and email. Click Run.
The sequence of API calls is as follows:
Once the workflow has completed successfully, the user will receive four emails to create a SecureX Sign-On account and accept the invitations to the various products. These workflows really improved our responsiveness to account provisioning requests and makes it much easier to collaborate with other NOC partners.
Over the previous Black Hat events, we have been utilizing Meraki scanning data to get location data for individual clients, as they roamed conference. In the initial blog post (Black Hat Asia 2022), we created a Docker container to accept the data from the Meraki Scanning API and save it for future analysis. At Black Hat USA 2022, we wrote about how to use Python Folium to use the flat text files to generate chronological heatmaps that illustrated the density of clients throughout the conference.
This time around, we’ve stepped it up again by integrating Umbrella DNS Security events and adding the ability to track clients across the heatmap using their local IP address.
To improve the portability of our data and the efficiency of our code, we began by moving from flat JSON files to a proper database. We chose SQLite this time around, though going forward we will likely use Mongo.
Both can be queried directly into Python Pandas dataframes which is what will give us the optimal performance we are looking for. We have a dedicated Docker container (Meraki-Receiver) that will validate the incoming data stream from the Meraki dashboard and insert the values into the database.
The database is stored on a Docker volume that can be mounted by our second container, the Meraki-Mapper. Though this container’s primary purpose is building the heatmaps, it also performs the task of retrieving and correlating Umbrella DNS security events. That is, any DNS query from the Black Hat network that matches one of several predefined security categories. Umbrella’s APIs were recently improved to add OAuth and simplify the URI scheme for each endpoint. After retrieving a token, we can get all security events in the time frame of the current heatmap with one call.
What we want to do with these events is to create Folium Markers. These are static “pins” that will sit on the map to indicate where the DNS query originated from. Clicking on a marker will popup more information about the query and the client who sent it.
Thanks to the Umbrella Virtual Appliances in the Black Hat network, we have the internal IP address of the client who sent the DNS query. We also have the internal IP address in the Meraki scanning data, along with the latitude and longitude. After converting the database query into a Pandas dataframe, our logic takes the IP address from the DNS query and finds all instances in the database of location data for that IP within a 5-minute window (the resolution of our heatmap).
What we end up with is a list of dictionaries representing the markers we want to add to the map. Using Bootstrap, we can format the popup for each event to make it look a bit more polished. Folium’s Popup plugin allows for an iFrame for each marker popup.
The result is a moving heatmap covering an entire day on a given conference floor, complete with markers indicating security events (the red pushpin icon).
Clicking on the pushpin shows the details of the query, allowing us in the NOC to see the exact location of the client when they sent it.
To further improve this service during the next conference, we plan to implement a web page where NOC staff can submit an IP address and immediately get map tracking that client through the conference floor. This should give us an even more efficient way to find and notify folks who are either behaving maliciously or appear to be infected.
For years we have been tracking the DNS stats at the Blackhat conferences. The post-pandemic 2022 numbers look like we never skipped a beat after the dip in DNS queries from 2021, seen in the bar graph below. This year’s attendance saw well over 11 million total DNS queries.
The Activity volume view from Umbrella gives a top-level level glance of activity by category, which we can drill into for deeper threat hunting. On trend with the previous Black Hat Europe events, the top Security categories were Dynamic DNS and Newly Seen Domains. However, it’s worth noting a proportionally larger increase in the cryptomining and phishing categories from 9 to 17 and 28 to 73, respectively, compared to last year.
These years, Black Hat saw over 4,100 apps connect to the network, which is nearly double of what was seen last year. However, still not topping over 6,100 apps seen at Black Hat USA early this year.
Should the need arise, we can block any application, such as Mail.ru above.
Black Hat Europe 2022 was the best planned and executed NOC in my experience, with the most integrations and visibility. This allowed us the time to deal with problems, which will always arise.
We are very proud of the collaboration of the team and the NOC partners.
Black Hat Asia will be in May 2023, at the Marina Bay Sands, Singapore…hope to see you there!
Thank you to the Cisco NOC team:
Also, to our NOC partners NetWitness (especially David Glover, Iain Davidson, Alessandro Contini and Alessandro Zatti), Palo Alto Networks (especially James Holland, Matt Ford, Matt Smith and Mathew Chase), Gigamon, IronNet, and the entire Black Hat / Informa Tech staff (especially Grifter ‘Neil Wyler’, Bart Stump, Steve Fink, James Pope, Jess Stafford and Steve Oldenbourg).
For 25 years, Black Hat has provided attendees with the very latest in information security research, development, and trends. These high-profile global events and trainings are driven by the needs of the security community, striving to bring together the best minds in the industry. Black Hat inspires professionals at all career levels, encouraging growth and collaboration among academia, world-class researchers, and leaders in the public and private sectors. Black Hat Briefings and Trainings are held annually in the United States, Europe and USA. More information is available at: blackhat.com. Black Hat is brought to you by Informa Tech.
We’d love to hear what you think. Ask a Question, Comment Below, and Stay Connected with Cisco Secure on social!
Cisco Secure Social Channels
In this blog about the design, deployment and automation of the Black Hat network, we have the following sections:
Cisco is honored to be a Premium Partner of the Black Hat NOC, and is the Official Network Platform, Mobile Device Management, Malware Analysis and DNS (Domain Name Service) Provider of Black Hat.
2022 was Cisco’s sixth year as a NOC partner for Black Hat Europe. However, it was our first time building the network for Black Hat Europe. We used experiences of Black Hat Asia 2022 and Black Hat USA 2022 to refine the planning for network topology design and equipment. Below are our fellow NOC partners providing hardware, to build and secure the network, for our joint customer: Black Hat.
We are grateful to share that Black Hat Europe 2022 was the smoothest experience we’ve had in the years at Black Hat. This is thanks to the 15 Cisco Meraki and Cisco Secure engineers on site (plus virtually supporting engineers) to build, operate and secure the network; and great NOC leadership and collaborative partners.
To plan, configure, deploy (in two days), maintain resilience, and recover (in four hours) an enterprise class network, took a lot of coordination. We appreciate the Black Hat NOC leadership, Informa and the NOC partners; meeting each week to discuss the best design, staffing, gear selection and deployment, to meet the unique needs of the conference. Check out the “Meraki Unboxed” podcast – Episode 94: Learnings from the Black Hat Europe 2022 Cybersecurity Event
We must allow real malware on the Black Hat network: for training, demonstrations, and briefing sessions; while protecting the attendees from attack within the network from their fellow attendees, and prevent bad actors from using the network to attack the Internet. It is a critical balance to ensure everyone has a safe experience, while still being able to learn from real world malware, vulnerabilities, and malicious websites.
In addition to the weekly meetings with Black Hat and the other partners, the Cisco Meraki engineering team of Sandro Fasser, Rossi Rosario Burgos, Otis Ioannou, Asmae Boutkhil, Jeffry Handal and I met every Friday for two months. We also discussed the challenges in a Webex space with other engineers who worked on past Black Hat events.
The mission:
Division of labor is essential to reduce mistakes and stay laser focused on security scope. Otis took the lead working on network topology design with Partners. Asmae handled the port assignments for the switches. Rossi ensured every AP and Switch was tracked, and the MAC addresses were provided to Palo Alto Networks for DCHP assignments. Otis and Rossi spent two days in the server room with the NOC partners, ensuring every switch was operating and configured correctly. Rossi also deployed and configured a remote Registration switch for Black Hat.
In the weeks before deployment, our virtual Meraki team member, Aleksandar Dimitrov Vladimirov, and I focused on planning and creating a virtual Wi-Fi site survey. Multiple requirements and restrictions had to be taken into consideration. The report was based on the ExCel centre floor plans, the space allocation requirements from Black Hat and the number of APs we had available to us. Although challenging to create, with some uncertainties and often changing requirements due to the number of stakeholders involved, the surveys AP placement for best coverage ended up being pivotal at the event.
Below is the Signal Strength plan for the Expo Hall Floor on the 5 GHz band. The original plan to go with a dual-Band deployment was adjusted onsite and the 2.4 GHz band was disabled to enhance performance and throughput. This was a decision made during the network setup, in coordination with the NOC Leadership and based on experience from past conferences.
Upon arrival at the ExCel Centre, we conducted a walkthrough of the space that most of us had only seen as a floor plan and on some photos. Thanks to good planning, we could start deploying the 100+ APs immediately, with only a small number of changes to optimize the deployment on-site. As the APs had been pre-staged and added to the Meraki dashboard, including their location on the floor maps, the main work was placing and cabling them physically. During operation, the floor plans in the Meraki Dashboard were a visual help to easily spot a problem and navigate the team on the ground to the right spot, if something had to be adjusted.
As the sponsors and attendees filled each space, in the Meraki dashboard, we were able to see in real-time the number of clients connected to each AP, currently and over the time of the conference. This enabled quick reaction if challenges were identified, or APs could be redeployed to other zones. Below is the ExCel Centre Capital Hall and London Suites, Level 0. We could switch between the four levels with a single click on the Floor Plans, and drill into any AP, as needed.
The Location heatmaps also provided essential visibility into conference traffic, both on the network and footfalls of attendees. Physical security is also an important aspect of cybersecurity; we need to know how devices move in space, know where valuable assets are located and monitor their safety.
Below is the Business Hall at lunchtime, on the opening day of the conference. You can see no live APs in the bottom right corner of the Location heatmap. This is an example of adapting the plan to reality onsite. In past Black Hat Europe conferences, the Lobby in that area was the main entrance. Construction in 2022 closed this entrance. So, those APs were reallocated to the Level 1 Lobby, where attendees would naturally flow from Registration.
The floor plans and heatmaps also helped with the Training, Briefings and Keynote network resilience. Capacity was easy to add temporarily, and we were able to remove it and relocate it after a space emptied.
During our time in the NOC, we had the chance to work with other vendor engineers and some use cases that came up led to interesting collaborations. One specific use case was that we wanted to block wireless clients, that show some malicious or bad behavior, automatically after they have been identified by one of the SOC analysts on the different security platforms, in addition we wanted to show them a friendly warning page that guides them to the SOC for a friendly conversation.
The solution was a script that can be triggered thru the interfaces of the other security products and attaches a group policy thru the Meraki Dashboard, including a quarantine VLAN and a splash page, via the Meraki APIs. This integration was just one of the many collaboration bits that we worked on.
During the first day of training, in the Meraki dashboard Air Marshal, I observed packet flood attacks, against we were able to adapt and remain resilient.
I also observed an AP spoofing and broadcast de-authentication attack. I was able to quickly identify the location of the attack, which was at the Lobby outside the Business Hall. Should the attacks continue, physical security had the information to intervene. We also had the ability to track the MAC address throughout the venue, as discussed in Christian Clasen’s section in part two.
From our experiences at Black Hat USA 2022, we had encrypted frames enabled, blunting the attack.
The Meraki dashboards made it very easy to monitor the health of the network APs and Switches, with the ability to aggregate data, and quickly pivot into any switch, AP or clients.
Through the phases of the conference, from two days of pre-conference setup, to focused and intense training the first two days, and transition to the briefings and Business Hall, we were able to visualize the network traffic.
In addition, we could see the number of attendees who passed through the covered area of the conference, with or without connecting to the network. Christian Clasen takes this available data to a new level in Part 2 of the blog.
As the person with core responsibilities for the switch configuration and uptime, the Meraki dashboard made it very simple to quickly change the network topology, according to the needs of the Black Hat customer.
If you refer back to Black Hat USA 2022, you’d have seen that we had over 1,000 iOS devices to deploy, with which we had several difficulties. For context, the company that leases the devices to Black Hat doesn’t use a Mobile Device Management (MDM) platform for any of their other shows…Black Hat is the only one that does. So, instead of using a mass deployment technology, like Apple’s Automated Device Enrollment, the iOS devices are “prepared” using Apple Configurator. This includes uploading a Wi-Fi profile to the devices as part of that process. In Las Vegas, this Wi-Fi profile wasn’t set to auto join the Wi-Fi, resulting in the need to manually change this on 1,000 devices. Furthermore, 200 devices weren’t reset or prepared, so we had those to reimage as well.
Black Hat Europe 2022 was different. We took the lessons from US and coordinated with the contractor to prepare the devices. Now, if you’ve ever used Apple Configurator, there’s several steps needed to prepare a device. However, all of these can be actions can be combined into a Blueprint:
Instead of there being several steps to prepare a device, there is now just one! Applying the Blueprint!
For Black Hat Europe, this included:
There’s lots of other things that can be achieved as well, but this results in the time taken to enroll and set up a device to around 30 seconds. Since devices can be set up in parallel (you’re only limited by the number of USB cables / ports you have), this really streamlines the enrollment and set up process.
Now, for the future, whilst you can’t Export these blueprints, they are transportable. If you open Terminal on a Mac and type:
cd /Users/<YOUR USER NAME>/Library/Group Containers/K36BKF7T3D.group.com.apple.configurator/Library/Application Support/com.apple.configurator/Blueprints
You’ll see a file / package called something.blueprint This can be zipped up and emailed to some else so, they can then use the exact same Blueprint! You may need to reboot your computer for the Blueprint to appear in Apple Configurator.
As mentioned, the registration / lead capture / session scanning devices are provided by the contractor. Obviously, these are all catalogued and have a unique device code / QR code on the back of them. However, during setup, any device name provisioned on the device gets lost.
So, there’s three things we do to know, without having to resort to using the unwieldy serial number, what devices is what.
In the footnote, you’ll see Device Name and Device Serial in blue. This denotes that the values are actually dynamic and change per device. They include:
On the Lock Screen, it’s now possible to see the device’s name and serial number, without having to flip the device over (A problem for the registration devices which are locked in a secure case) or open systems preferences.
We also had integration with SecureX device insights, to see the security status of each iOS device.
With the ability to quickly check on device health from the SecureX dashboard.
This goes without saying, but the iOS devices (Registration, Lead Capture and Session Scanning) do have access to personal information. To ensure the security of the data, devices are wiped at the end of the conference. This is incredibly satisfying, hitting the Erase Devices button in Meraki Systems Manager, and watching the 100+ devices reset!
Deploying a network like Black Hat takes a lot of work, and repetitive configuration. Much of this has been covered in previous blogs. However, to make things easier for this event, instead of the 60 training SSIDs we had in Black Hat US 2022, the Meraki team discussed the benefits of moving to iPSKs with Black Hat NOC Leadership, which accepted the plan.
For context, instead of having a single pre shared key for an SSID, iPSK functionality allows you to have 1000+. Each of these iPSKs can be assigned its own group policy / VLAN. So, we created a script:
This only involves five API calls:
The bulk of the script is error handling (The SSID or network doesn’t exist, for example) and logic!
The result was one SSID for all of training: BHTraining, and each classroom had their own password. This reduced the training SSIDs from over a dozen and helped clear the airwaves.
Thank you to the Cisco NOC team:
Also, to our NOC partners NetWitness (especially David Glover, Iain Davidson, Alessandro Contini and Alessandro Zatti), Palo Alto Networks (especially James Holland, Matt Ford, Matt Smith and Mathew Chase), Gigamon, IronNet, and the entire Black Hat / Informa Tech staff (especially Grifter ‘Neil Wyler’, Bart Stump, Steve Fink, James Pope, Jess Stafford and Steve Oldenbourg).
For 25 years, Black Hat has provided attendees with the very latest in information security research, development, and trends. These high-profile global events and trainings are driven by the needs of the security community, striving to bring together the best minds in the industry. Black Hat inspires professionals at all career levels, encouraging growth and collaboration among academia, world-class researchers, and leaders in the public and private sectors. Black Hat Briefings and Trainings are held annually in the United States, Europe and USA. More information is available at: blackhat.com. Black Hat is brought to you by Informa Tech.
We’d love to hear what you think. Ask a Question, Comment Below, and Stay Connected with Cisco Secure on social!
Cisco Secure Social Channels
For many Aussies, identity theft was always something that happened to other people. People on TV, usually. But the recent spate of data breaches at Optus, Medibank and Energy Australia has made many of us pay far more attention than ever to one of the fastest growing crimes in our country.
According to the Department of Home Affairs, 1 in 4 Aussies will be the victim of identity theft over the course of their lives with an annual economic impact of more than $2 billion. And with the financial fallout from the recent data breaches only just starting to be counted, these statistics will no doubt increase dramatically next year.
Identity theft is when a cybercriminal gains access to your personal information to steal money or gain other benefits. Armed with your personal info, they can apply for real identity documents in your name but with another person’s photograph. This enables them to then apply for loans or benefits in your name, sign up for memberships or even apply for credit cards.
And it goes without saying that the financial and emotional fallout from identity theft can be huge. Since the Optus and Medibank hacking stories broke just a few months ago, there has been multiple stories of Aussie families who have had their identities stolen and who are in a world of pain. This Melbourne family who have had over $40,000 stolen from ATM withdrawals alone is just one example.
Your personal information is any piece of information or data that can confirm who you are or how to find you. It may be a single piece of information, or several pieces used together. It’s often referred to as personally identifiable information (PII). So, it includes your name, parents’ name, address, date of birth, phone numbers, email address, usernames/passwords or passphrases, bank account details, school or university attended, location check-ins even RSVPS for events.
Every time you register with a new shopping site or social media platform, you will be asked to share some personally identifiable information. However, what you share may be stolen or even misused – just think about the recent list of Australian companies who had their customers’ private information stolen by hackers. So that’s why you need to ensure you are only sharing your information with trusted online sites and take every possible step to protect your personal information online.
While there are no guarantees in life, there are steps you can take to ensure your online identity is as safe as possible. Here are my top 5 tips:
Multi-Factor Authentication (MFA) or 2 Factor Authentication (2FA) is a no-brainer because it makes a hacker’s life a lot harder. In short, it requires the user to provide two or more verification factors to gain access to an account or app. This might be a text, email or even a code generated by an authentication app. So, even if a hacker has your password and username, they still need that final piece of information before they can get their hands on your account!
Now this may take a bit of work to set up but using a unique and complex password on every account is one of the best things you can do to protect your online identity. And here’s the rationale – if you use the same password on all your accounts and your login details are stolen then hackers have access to all the accounts that are accessed with that password. Yikes!!! So, a unique password for each account is a great measure. I love using a password manager to make this process a little easier. Not only do they generate complex passwords, but they remember them too! All you need to do is remember your Master Password which needs to be extremely complex!!!
Updates are most commonly about addressing security weaknesses. And yes, I know they can be a pain but if you ignore them, you are essentially making it easier for hackers to find their way into your life via weak spots. And don’t forget to ensure your security software remains updated too!
I always recommend keeping a backup of all your important info in case something goes wrong. This should include all your photos, key documents and all your personally identifiable information. A hard drive works well but saving to the cloud is also a good option. I once dropped a hard drive and lost treasured family photos, so the cloud is my personal preference.
We all know knowledge is power so investing in top notch security and identity monitoring software will help keep you ahead of threats. McAfee+, McAfee’s new all in one privacy, identity and device protection solution is a fantastic way for Aussies to protect themselves online. It features identity monitoring and a password manager but also an unlimited VPN, a file shredder, protection score and parental controls. And the Rolls Royce version called McAfee+ Advanced, also offers subscribers additional identity protections including access to licensed restoration experts who can help you repair your identity and credit, in case you’re affected by a data breach. It also gives subscribers access to lost wallet protection which help you cancel and replace your ID, credit cards if they are lost or stolen.
Public, unsecured Wi-Fi can make life so much easier when you’re out and about but it’s also a tried and tested way for scammers to access your personal information. Unsecured Wi-Fi is free Wi-Fi that is available in public places such as libraries, cafes, or shopping centres. So, instead of using Wi-Fi, just use the data in your phone plan. Or alternatively invest in a Virtual Private Network (VPN) that cleverly encrypts everything you share on your device.
About 2 months ago, I embarked on a project to clean up my online life. I’m working through the list of sites I have accounts with and am closing those I no longer use, I’m also doing a huge password audit to ensure they are all unique to each site and are super complex, thanks to my password manager. Now, I’m not quite done yet, but things are in better shape than they were. Why not consider doing the same? With the holiday season fast approaching, why not dedicate a little of your poolside time to practicing a little cyber hygiene.
Till next time, keep those identities safe!
Alex
The post The Best Way To Protect Your Online Identity appeared first on McAfee Blog.
Photo: BrandonKleinPhoto / Shutterstock.com
Two U.S. men have been charged with hacking into the Ring home security cameras of a dozen random people and then “swatting” them — falsely reporting a violent incident at the target’s address to trick local police into responding with force. Prosecutors say the duo used the compromised Ring devices to stream live video footage on social media of police raiding their targets’ homes, and to taunt authorities when they arrived.
Prosecutors in Los Angeles allege 20-year-old James Thomas Andrew McCarty, a.k.a. “Aspertaine,” of Charlotte, N.C., and Kya Christian Nelson, a.k.a. “ChumLul,” 22, of Racine, Wisc., conspired to hack into Yahoo email accounts belonging to victims in the United States. From there, the two allegedly would check how many of those Yahoo accounts were associated with Ring accounts, and then target people who used the same password for both accounts.
An indictment unsealed this week says that in the span of just one week in November 2020, McCarty and Nelson identified and swatted at least a dozen different victims across the country.
“The defendants then allegedly accessed without authorization the victims’ Ring devices and transmitted the audio and video from those devices on social media during the police response,” reads a statement from Martin Estrada, the U.S. Attorney for the Central District of California. “They also allegedly verbally taunted responding police officers and victims through the Ring devices during several of the incidents.”
James Thomas Andrew McCarty.
The indictment charges that McCarty continued his swatting spree in 2021 from his hometown in Kayenta, Ariz., where he called in bomb threats or phony hostage situations on more than two dozen occasions.
The Telegram and Discord aliases allegedly used by McCarty — “Aspertaine” and “Couch,” among others — correspond to an identity that was active in certain channels dedicated to SIM-swapping, a crime that involves stealing wireless phone numbers and hijacking the online financial and social media accounts tied to those numbers.
Aspertaine bragged on Discord that he’d amassed more than $330,000 in virtual currency. On Telegram, the Aspertaine/Couch alias frequented several popular SIM-swapping channels, where they initially were active as a “holder” — a SIM-swapping group member who agrees to hold SIM cards used in the heist after an account takeover is completed. Aspertaine later claimed more direct involvement in individual SIM-swapping attacks.
In September, KrebsOnSecurity broke the news about a wide-ranging federal investigation into “violence-as-a-service” offerings on Telegram and other social media networks, wherein people can settle scores by hiring total strangers to carry out physical attacks such as brickings, shootings, and firebombings at a target’s address.
The story observed that SIM swappers were especially enamored of these “IRL” or “In Real Life” violence services, which they frequently used to target one another in response to disagreements over how stolen money should be divided amongst themselves. And a number of Aspertaine’s peers on these SIM-swapping channels claimed they’d been ripped off after Aspertaine took more than a fair share from them.
In August, a member of a popular SIM-swapping group on Telegram who was slighted by Aspertaine put out the word that he was looking for some physical violence to be visited on McCarty’s address in North Carolina. “Anyone live near here and wants to [do] a job for me,” the job ad with McCarty’s home address read. “Jobs range from $1k-$50k. Payment in BTC [bitcoin].” It’s unclear if anyone responded to that job offer.
Ring, Inc., which is owned by Amazon, said it learned bad actors used stolen customer email credentials obtained from external (non-Ring) services to access other accounts, and took immediate steps to help those customers secure their Ring accounts.
“We also supported the FBI in identifying the individuals responsible,” the company said in a written statement. “We take the security of our customers extremely seriously — that’s why we made two-step verification mandatory, conduct regular scans for Ring passwords compromised in non-Ring breaches, and continually invest in new security protections to harden our systems. We are committed to continuing to protect our customers and vigorously going after those who seek to harm them.”
KrebsOnSecurity recently published The Wages of Password ReUse: Your Money or Your Life, which noted that when normal computer users fall into the nasty habit of recycling passwords, the result is most often some type of financial loss. Whereas, when cybercriminals reuse passwords, it often costs them their freedom.
But perhaps that story should be updated, because it’s now clear that password reuse can also put you in mortal danger. Swatting attacks are dangerous, expensive hoaxes that sometimes end in tragedy.
In June 2021, an 18-year-old serial swatter from Tennessee was sentenced to five years in prison for his role in a fraudulent swatting attack that led to the death of a 60-year-old man.
In 2019, prosecutors handed down a 20-year sentence to Tyler Barriss, a then 26-year-old serial swatter from California who admitted making a phony emergency call to police in late 2017 that led to the shooting death of an innocent Kansas man.
McCarty was arrested last week, and charged with conspiracy to intentionally access computers without authorization. Prosecutors said Nelson is currently incarcerated in Kentucky in connection with unrelated investigation.
If convicted on the conspiracy charge, both defendants would face a statutory maximum penalty of five years in federal prison. The charge of intentionally accessing without authorization a computer carries a maximum possible sentence of five years. A conviction on the additional charge against Nelson — aggravated identity theft — carries a mandatory two-year consecutive sentence.
Update, 11:48 a.m., Dec. 20: Added statement from Ring. Modified description of a “holder” in the SIM-swapping parlance.
Whether you’re spending time on the web or working in the office, you want peace of mind knowing that you are in a safe environment. While most of us know to take precautions when online — protecting ourselves from things like phishing attacks and other cyber threats — we should also attend to our physical security.
One concern is tailgating — a social engineering attack where someone gets physical access to a business to take confidential information or do other harm.
Here are some ways to protect yourself from tailgating attacks, such as an unauthorized person following you into a restricted area while on the job.
Tailgating is a type of social engineering attack where an unauthorized person gains physical access to an off-limits location — perhaps a password-protected area — where they might steal sensitive information, damage property, compromise user credentials or even install malware on computers.
“Piggybacking” is closely related to tailgating, but it involves consent from the duped employee. So, while a worker might be unaware that someone has tailgated them into a restricted area with piggybacking, the hacker might convince a worker to provide access because they are posing as, say, a delivery driver.
Companies, particularly at risk of being targeted by tailgating scams, include those:
Generally speaking, companies with robust security systems in place — including using biometrics, badges, or other identity and information security measures — are better protected from tailgating and piggybacking attacks.
But that’s not to say that some smooth-talking fraudster can’t talk someone into letting them in or finding some way around those protections.
Common types of tailgating attacks that you should be aware of on the job include:
Protecting yourself from tailgating attacks is partly a matter of learning about the issue, raising your level of awareness on the job, and depending on your employer, putting in place more effective security systems.
Some solutions include:
Many companies know how to train employees to recognize, avoid, and cope with online security issues but may forget to provide the same diligence to physical security. How to spot and deal with threats should be part of this training, plus cultivating an awareness of surroundings and people who might be out of place.
Management should offer a clearly stated security policy taught to everyone, which might insist that no one be allowed into a secure area without the proper pass or identification. As the security policy is updated, all employees should be aware of changes and additions.
These security measures should be part of an overall protection program, like McAfee+, which includes antivirus software, a firewall, identity monitoring, password management, web protection, and more.
If you have a large business spread over several floors, it can be hard for employees to know who works there and who doesn’t, leaving them susceptible to tailgating and piggybacking attacks. Requiring smart badges and cards to access restricted areas can help cut back on unauthorized intrusions and provide better access control.
Building fully staffed reception areas with dedicated security personnel could also be part of a larger security system.
Biometric scanners are an even more advanced way to provide proper authentication for a worker’s identity. They scan a unique physical or audible feature of a person and compare it to a database for approved personnel.
Examples of biometric security include:
One reason people are vulnerable to physical and cyberattacks is that they lack education on social engineering and the kinds of threats it poses.
Workers need to understand the full range of social engineering techniques and know-how to protect themselves, whether in their social media accounts or physical work environment.
For their part, companies can use simulated phishing emails and tailgating attacks to raise awareness and underline how to follow protocols in dealing with them.
If there are many ways to enter a business, it may make sense to put video surveillance on all entrances. Advanced video surveillance systems can use artificial intelligence (AI) and video analytics to scan the faces of people entering and compare them to a database of employee features.
Whether at work or at home, people want to be secure from attacks by cybercriminals who seek to take personal information.
To add a layer of security to all their connected devices — including computers, smartphones, and tablets — an increasing number of people are turning to the comprehensive coverage of McAfee+
Features range from advanced monitoring of possible threats to your identity, automatic implementation of virtual private networks (VPNs) to deal with unsafe networks, and personal data clean-up, removing your information from high-risk data broker sites.
McAfee protection allows you to work and play online with greater peace of mind.
The post What Are Tailgating Attacks and How to Protect Yourself From Them appeared first on McAfee Blog.
Do yourself a favor: Open a new browser tab and head to your search engine of choice. Type in your full name and home address. Then, see what pops up.
Are the results sparking an ember of unease in the back of your brain? Whether you’re a private person online or you’re comfortable sharing your daily life updates on social media, there are likely to be several personal details about you on sites that shouldn’t have that information. Some of these sites may be data brokerage websites.
Data brokerage sites are legal and are mostly used by annoying advertisers, though cybercriminals may also use them maliciously. The average person has their information for sale on 31 data brokerage sites, and 95% of people have their personal information on sale without their permission.
So how do you scrub the internet of your personal details to keep your identity secure? McAfee Personal Data Cleanup is a service that prevents your personal information from being collected and sold online. Here’s why you should consider taking a few easy steps now to give you peace of mind about the security of your personally identifiable information (PII).
Attack surface is a term usually applied to corporate security, but it’s a great visualization for everyday people going about their personal online errands and entertainment. An attack surface is the number of possible entry points a cybercriminal could weasel their way through to get at your valuable and private information. Entry points include your social media profiles, your online shopping accounts, and data brokerage sites. The fewer entry points you have, the harder it is for cybercriminals to find and exploit them.
While Social Security Numbers (SSNs) are generally revered as the piece of PII to guard most closely, a cybercriminal can still damage your identity with just your name and an address, email address, or phone number. For example, they can request new passwords or multifactor authentication one-time passcodes to break their way into online banking or shopping accounts. Security breaches are happening to huge companies all over the world. All it takes is for your SSN to be leaked in one of them, for a cybercriminal to piece together your digital clone and use it to harm your identity or credit.
Personal Data Cleanup minimizes your attack surface by removing as much PII as possible that’s floating around the internet, just waiting for someone to buy it.
When you’re aware of how many unauthorized vendors are selling your PII, it could be the wakeup call you need start adopting more cautious online habits. For instance, oversharing on social media leaks a lot of valuable details that a savvy criminal can then use to take educated guesses at your passwords or craft a social engineering plot catered just to you.
The present is as good a time as any to start protecting your identity for the future; however, getting started is often the most difficult step. It can seem overwhelming to reach out to every data brokerage site individually and request they remove your info. Personal Data Cleanup can be your partner not only in beginning the cleanup process but in monitoring your data security to keep your online presence as minimal as possible. The service scans the internet’s riskiest sites and then, before deleting your information from these sites, runs it by you to confirm. Then, it will continually monitor those same sites, as your information will likely reappear every two to four months.
Do not underestimate the tenacity of a cybercriminal. Even for people who have the attitude that their PII is bound to be somewhere online and that it’s no big deal, McAfee Personal Data Cleanup manages three key steps in the data removal process: scanning, removing, and monitoring. So, even if you’re not convinced that data brokerage sites are a threat, the process is too easy to put off any longer!
For those who are concerned about their online privacy, full-service Personal Data Cleanup is included in McAfee+ Ultimate, which is the complete package to let you live your online life in private. McAfee+ Ultimate also includes identity monitoring and identity theft resolution services, unlimited VPN, credit lock, and much more.
In 2021, more than 1.4 million identity theft complaints were filed to the Federal Trade Commission.1 Identity theft can occur to anyone, so take steps today, starting with data brokerage sites, to live a more secure and more private digital life.
1Federal Trade Commission, “New Data Shows FTC Received 2.8 Million Fraud Reports from Consumers in 2021”
The post McAfee Personal Data Cleanup: Your Partner in Living a More Private Online Life appeared first on McAfee Blog.
Have you ever been browsing online and clicked a link or search result that took you to a site that triggers a “your connection is not private” or “your connection is not secure” error code? If you’re not too interested in that particular result, you may simply move on to another result option. But if you’re tempted to visit the site anyway, you should be sure you understand what the warning means, what the risks are, and how to bypass the error if you need to.
A “your connection is not private” error means that your browser cannot determine with certainty that a website has safe encryption protocols in place to protect your device and data. You can bump into this error on any device connected to the internet — computer, smartphone, or tablet.
So, what exactly is going on when you see the “this connection is not private” error?
For starters, it’s important to know that seeing the error is just a warning, and it does not mean any of your private information is compromised. A “your connection is not private” error means the website you were trying to visit does not have an up-to-date SSL (secure sockets layer) security certificate.
Website owners must maintain the licensing regularly to ensure the site encryption capabilities are up to date. If the website’s SSL certificate is outdated, it means the site owners have not kept their encryption licensing current, but it doesn’t necessarily mean they are up to no good. Even major websites like LinkedIn have had momentary lapses that would throw the error. LinkedIn mistakenly let their subdomain SSL certificates lapse.
In late 2021, a significant provider of SSL certificates, Let’s Encrypt, went out of business. When their root domain officially lapsed, it created issues for many domain names and SSL certificates owned by legitimate companies. The privacy error created problems for unwitting businesses, as many of their website visitors were rightfully concerned about site security.
While it does not always mean a website is unsafe to browse, it should not be ignored. A secure internet connection is critical to protecting yourself online. Many nefarious websites are dangerous to visit, and this SSL certificate error will protect you from walking into them unaware.
SSL certification standards have helped make the web a safer place to transact. It helps ensure online activities like paying bills online, ordering products, connecting to online banking, or keeping your private email accounts safe and secure. Online security continues to improve with a new Transport Layer Security (TLS) standard, which promises to be the successor protocol to SSL.
So be careful whenever visiting sites that trigger the “connection is not private” error, as those sites can potentially make your personal data less secure and make your devices vulnerable to viruses and malware.
Note: The “your connection is not private” error is Google Chrome‘s phrasing. Microsoft Edge or Mozilla Firefox users will instead see a “your connection is not secure” error as the warning message.
If you feel confident that a website or page is safe, despite the warning from your web browser, there are a few things you can do to troubleshoot the error.
Remember, you are taking your chances anytime you ignore an error. As we mentioned, you could leave yourself vulnerable to hackers after your passwords, personal information, and other risks.
Your data and private information are valuable to hackers, so they will continue to find new ways to try and procure it. Here are some ways to protect yourself and your data when browsing online.
As we continue to do more critical business online, we must also do our best to address the risks of the internet’s many conveniences.
A comprehensive cybersecurity tool like McAfee+ Ultimate can help protect you from online scams, identity theft, and phishing attempts, and ensure you always have a secure connection. McAfee helps keep your sensitive information out of the hands of hackers and can help you keep your digital data footprints lighter with personal data cleanup.
With McAfee’s experts on your side, you can enjoy everything the web offers with the confidence of total protection.
The post “This Connection Is Not Private” – What it Means and How to Protect Your Privacy appeared first on McAfee Blog.
NetWitness and Cisco released the third annual Findings Report from the RSA Conference® 2022 Security Operations Center (SOC).
The RSA Conference® SOC analyzes the Moscone Center wireless traffic, which is an open network during the week of the Conference.
The role of the SOC at RSA Conference is an educational exhibit sponsored by NetWitness and Cisco. It has elements of a SOC like you would create to protect an organization. The RSAC SOC coordinated with the Moscone Center Network Operation Center for a SPAN of the network traffic from the Moscone Center wireless network. In the SOC, NetWitness had real time visibility of the traffic traversing the wireless network. Cisco provided automated malware analysis, threat intelligence, DNS visibility and Intrusion Detection; brought together with SecureX.
The goal of the RSAC SOC is to use technology to educate conference attendees about what happens on a typical wireless network. The education comes in the form of daily SOC tours and an RSA Conference® session. You can watch the replay of the ‘EXPOSURE: The 3rd Annual RSAC SOC Report’ session here.
The findings report addresses several security topics, including:
Look forward to seeing you in 2023!
Download the RSA Conference® 2022 Security Operations Center Findings Report here.
Acknowledgements: Our appreciation to those who made the RSAC SOC possible.
Percy Tucker
Steve Fink
Bart Stump
Dave Glover
Jessica Bair Oppenheimer – Cisco SOC Manager
Ian Redden – Team Lead & Integrations
Aditya Sankar / Ben Greenbaum – SecureX & Malware Analytics
Alejo Calaoagan / Christian Clasen – Cisco Umbrella
Dinkar Sharma / Seyed Khadem-Djahaghi – Cisco Secure Firewall
Matt Vander Horst – SecureX Orchestration
Doug Hurd – Partnerships
Eric Kostlan
Navin Sinha
Zohreh Khezri
Eric Goodwin
Gabe Gilligan and the amazing staff at XPO Digital!
We’d love to hear what you think. Ask a Question, Comment Below, and Stay Connected with Cisco Secure on social!
Cisco Secure Social Channels
Just a few years ago when the topic of supporting offsite workers arose, some of the key conversation topics were related to purchase, logistics, deployment, maintenance and similar issues. The discussions back then were more like “special cases” vs. today’s environment where supporting workers offsite (now known as the hybrid workforce) has become a critical mainstream topic.
Now with the bulk of many organization’s workers off-premise, the topic of security and the ability of a security vendor to help support an organization’s hybrid workers has risen to the top of the selection criteria. In a soon to be released Cisco endpoint survey, it’s not surprising that the ability of a security vendor to make supporting the hybrid workforce easier and more efficient was the key motivating factor when organizations choose security solutions.
Today, when prospects and existing customers look at Cisco’s ability to support hybrid workers with our advanced security solution set and open platform, it’s quite clear that we can deliver on that promise. But, yes, good tools make it easier and more efficient, but the reality is that running a SOC or any security group, large or small, still takes a lot of work. Most organizations not only rely on advanced security tools but utilize a set of best practices to provide clarity of roles, efficiency of operation, and for the more prepared, have tested these best practices to prove to themselves that they are prepared for what’s next.
Knowing that not all organizations have this degree of security maturity and preparedness, we gathered a couple of subject matter experts together to discuss 5 areas of time-tested best practices that, besides the advanced tools offered by Cisco and others, can help your SOC (or small security team) yield actionable insights and guide you faster, and with more confidence, toward the outcomes you want.
In this webinar you will hear practical advice from Cisco technical marketing and a representative from our award winning Talos Threat Intelligence group, the same group who have created and are maintaining breach defense in partnership with Fortune 500 Security Operating Centers (SOC) around the globe.
You can expect to hear our 5 Best Practices recommendations on the following topics;
Check out our webinar to find out how you can become more security resilient and be better prepared for what’s next.
We’d love to hear what you think. Ask a Question, Comment Below, and Stay Connected with Cisco Secure on social!
Cisco Secure Social Channels
Phishers are enjoying remarkable success using text messages to steal remote access credentials and one-time passcodes from employees at some of the world’s largest technology companies and customer support firms. A recent spate of SMS phishing attacks from one cybercriminal group has spawned a flurry of breach disclosures from affected companies, which are all struggling to combat the same lingering security threat: The ability of scammers to interact directly with employees through their mobile devices.
In mid-June 2022, a flood of SMS phishing messages began targeting employees at commercial staffing firms that provide customer support and outsourcing to thousands of companies. The missives asked users to click a link and log in at a phishing page that mimicked their employer’s Okta authentication page. Those who submitted credentials were then prompted to provide the one-time password needed for multi-factor authentication.
The phishers behind this scheme used newly-registered domains that often included the name of the target company, and sent text messages urging employees to click on links to these domains to view information about a pending change in their work schedule.
The phishing sites leveraged a Telegram instant message bot to forward any submitted credentials in real-time, allowing the attackers to use the phished username, password and one-time code to log in as that employee at the real employer website. But because of the way the bot was configured, it was possible for security researchers to capture the information being sent by victims to the public Telegram server.
This data trove was first reported by security researchers at Singapore-based Group-IB, which dubbed the campaign “0ktapus” for the attackers targeting organizations using identity management tools from Okta.com.
“This case is of interest because despite using low-skill methods it was able to compromise a large number of well-known organizations,” Group-IB wrote. “Furthermore, once the attackers compromised an organization they were quickly able to pivot and launch subsequent supply chain attacks, indicating that the attack was planned carefully in advance.”
It’s not clear how many of these phishing text messages were sent out, but the Telegram bot data reviewed by KrebsOnSecurity shows they generated nearly 10,000 replies over approximately two months of sporadic SMS phishing attacks targeting more than a hundred companies.
A great many responses came from those who were apparently wise to the scheme, as evidenced by the hundreds of hostile replies that included profanity or insults aimed at the phishers: The very first reply recorded in the Telegram bot data came from one such employee, who responded with the username “havefuninjail.”
Still, thousands replied with what appear to be legitimate credentials — many of them including one-time codes needed for multi-factor authentication. On July 20, the attackers turned their sights on internet infrastructure giant Cloudflare.com, and the intercepted credentials show at least three employees fell for the scam.
Image: Cloudflare.com
In a blog post earlier this month, Cloudflare said it detected the account takeovers and that no Cloudflare systems were compromised. Cloudflare said it does not rely on one-time passcodes as a second factor, so there was nothing to provide to the attackers. But Cloudflare said it wanted to call attention to the phishing attacks because they would probably work against most other companies.
“This was a sophisticated attack targeting employees and systems in such a way that we believe most organizations would be likely to be breached,” Cloudflare CEO Matthew Prince wrote. “On July 20, 2022, the Cloudflare Security team received reports of employees receiving legitimate-looking text messages pointing to what appeared to be a Cloudflare Okta login page. The messages began at 2022-07-20 22:50 UTC. Over the course of less than 1 minute, at least 76 employees received text messages on their personal and work phones. Some messages were also sent to the employees family members.”
On three separate occasions, the phishers targeted employees at Twilio.com, a San Francisco based company that provides services for making and receiving text messages and phone calls. It’s unclear how many Twilio employees received the SMS phishes, but the data suggest at least four Twilio employees responded to a spate of SMS phishing attempts on July 27, Aug. 2, and Aug. 7.
On that last date, Twilio disclosed that on Aug. 4 it became aware of unauthorized access to information related to a limited number of Twilio customer accounts through a sophisticated social engineering attack designed to steal employee credentials.
“This broad based attack against our employee base succeeded in fooling some employees into providing their credentials,” Twilio said. “The attackers then used the stolen credentials to gain access to some of our internal systems, where they were able to access certain customer data.”
That “certain customer data” included information on roughly 1,900 users of the secure messaging app Signal, which relied on Twilio to provide phone number verification services. In its disclosure on the incident, Signal said that with their access to Twilio’s internal tools the attackers were able to re-register those users’ phone numbers to another device.
On Aug. 25, food delivery service DoorDash disclosed that a “sophisticated phishing attack” on a third-party vendor allowed attackers to gain access to some of DoorDash’s internal company tools. DoorDash said intruders stole information on a “small percentage” of users that have since been notified. TechCrunch reported last week that the incident was linked to the same phishing campaign that targeted Twilio.
This phishing gang apparently had great success targeting employees of all the major mobile wireless providers, but most especially T-Mobile. Between July 10 and July 16, dozens of T-Mobile employees fell for the phishing messages and provided their remote access credentials.
“Credential theft continues to be an ongoing issue in our industry as wireless providers are constantly battling bad actors that are focused on finding new ways to pursue illegal activities like this,” T-Mobile said in a statement. “Our tools and teams worked as designed to quickly identify and respond to this large-scale smishing attack earlier this year that targeted many companies. We continue to work to prevent these types of attacks and will continue to evolve and improve our approach.”
This same group saw hundreds of responses from employees at some of the largest customer support and staffing firms, including Teleperformanceusa.com, Sitel.com and Sykes.com. Teleperformance did not respond to requests for comment. KrebsOnSecurity did hear from Christopher Knauer, global chief security officer at Sitel Group, the customer support giant that recently acquired Sykes. Knauer said the attacks leveraged newly-registered domains and asked employees to approve upcoming changes to their work schedules.
Image: Group-IB.
Knauer said the attackers set up the phishing domains just minutes in advance of spamming links to those domains in phony SMS alerts to targeted employees. He said such tactics largely sidestep automated alerts generated by companies that monitor brand names for signs of new phishing domains being registered.
“They were using the domains as soon as they became available,” Knauer said. “The alerting services don’t often let you know until 24 hours after a domain has been registered.”
On July 28 and again on Aug. 7, several employees at email delivery firm Mailchimp provided their remote access credentials to this phishing group. According to an Aug. 12 blog post, the attackers used their access to Mailchimp employee accounts to steal data from 214 customers involved in cryptocurrency and finance.
On Aug. 15, the hosting company DigitalOcean published a blog post saying it had severed ties with MailChimp after its Mailchimp account was compromised. DigitalOcean said the MailChimp incident resulted in a “very small number” of DigitalOcean customers experiencing attempted compromises of their accounts through password resets.
According to interviews with multiple companies hit by the group, the attackers are mostly interested in stealing access to cryptocurrency, and to companies that manage communications with people interested in cryptocurrency investing. In an Aug. 3 blog post from email and SMS marketing firm Klaviyo.com, the company’s CEO recounted how the phishers gained access to the company’s internal tools, and used that to download information on 38 crypto-related accounts.
A flow chart of the attacks by the SMS phishing group known as 0ktapus and ScatterSwine. Image: Amitai Cohen for Wiz.io. twitter.com/amitaico.
The ubiquity of mobile phones became a lifeline for many companies trying to manage their remote employees throughout the Coronavirus pandemic. But these same mobile devices are fast becoming a liability for organizations that use them for phishable forms of multi-factor authentication, such as one-time codes generated by a mobile app or delivered via SMS.
Because as we can see from the success of this phishing group, this type of data extraction is now being massively automated, and employee authentication compromises can quickly lead to security and privacy risks for the employer’s partners or for anyone in their supply chain.
Unfortunately, a great many companies still rely on SMS for employee multi-factor authentication. According to a report this year from Okta, 47 percent of workforce customers deploy SMS and voice factors for multi-factor authentication. That’s down from 53 percent that did so in 2018, Okta found.
Some companies (like Knauer’s Sitel) have taken to requiring that all remote access to internal networks be managed through work-issued laptops and/or mobile devices, which are loaded with custom profiles that can’t be accessed through other devices.
Others are moving away from SMS and one-time code apps and toward requiring employees to use physical FIDO multi-factor authentication devices such as security keys, which can neutralize phishing attacks because any stolen credentials can’t be used unless the phishers also have physical access to the user’s security key or mobile device.
This came in handy for Twitter, which announced last year that it was moving all of its employees to using security keys, and/or biometric authentication via their mobile device. The phishers’ Telegram bot reported that on June 16, 2022, five employees at Twitter gave away their work credentials. In response to questions from KrebsOnSecurity, Twitter confirmed several employees were relieved of their employee usernames and passwords, but that its security key requirement prevented the phishers from abusing that information.
Twitter accelerated its plans to improve employee authentication following the July 2020 security incident, wherein several employees were phished and relieved of credentials for Twitter’s internal tools. In that intrusion, the attackers used Twitter’s tools to hijack accounts for some of the world’s most recognizable public figures, executives and celebrities — forcing those accounts to tweet out links to bitcoin scams.
“Security keys can differentiate legitimate sites from malicious ones and block phishing attempts that SMS 2FA or one-time password (OTP) verification codes would not,” Twitter said in an Oct. 2021 post about the change. “To deploy security keys internally at Twitter, we migrated from a variety of phishable 2FA methods to using security keys as our only supported 2FA method on internal systems.”
Update, 6:02 p.m. ET: Clarified that Cloudflare does not rely on TOTP (one-time multi-factor authentication codes) as a second factor for employee authentication.
In part one of this issue of our Black Hat USA NOC (Network Operations Center) blog, you will find:
Adapt and Overcome, by Jessica Bair Oppenheimer
In technology, we plan as best as we can, execute tactically with the resources and knowledge we have at the time, focus on the strategic mission, adjust as the circumstances require, collaborate, and improve; with transparency and humility. In short, we adapt and we overcome. This is the only way a community can have trust and grow, together. Every deployment comes with its challenges and Black Hat USA 2022 was no exception. Looking at the three Ps (people, process, platform), flexibility, communication, and an awesome Cisco platform allowed us to build and roll with the changes and challenges in the network. I am proud of the Cisco Meraki and Secure team members and our NOC partners.
The Buck Stops Here. Full stop. I heard a comment that the Wi-Fi service in the Expo Hall was “the worst I’ve ever experienced at a conference.” There were a lot of complaints about the Black Hat USA 2022 Wi-Fi network in the Expo Hall on 10 August. I also heard a lot of compliments about the network. Despite that the Wi-Fi and wired network was generally very good the most of the conference, and before my awesome colleagues share the many successes of designing, building, securing, managing, automating and tearing down one of the most hostile networks on Earth; I want to address where and how we adapted and what we did to fix the issues that arose, as we built an evolving, enterprise class network in a week.
First, a little history of how Cisco came to be the Official Network Provider of Black Hat USA 2022, after we were already successfully serving as the Official Mobile Device Management, Malware Analysis and Domain Name Service Provider. An Official Provider, as a Premium Partner, is not a sponsorship and no company can buy their way into the NOC for any amount of money. From the beginning of Black Hat 25 years ago, volunteers built the network for the conference rather than using the hotel network. This continues today, with the staff of Black Hat hand selecting trusted partners to build and secure the network.
After stepping up to help Black Hat with the network at Black Hat Asia, we had only two and a half months until Black Hat USA, in Las Vegas, 6-11 August 2022. Cisco was invited to build and secure the network for the much larger Black Hat USA flagship conference, affectionally known as ‘Hacker Summer Camp’, as the Official Network Equipment Provider. There were few other options, given the short timeframe to plan, supply chain difficulties in procuring the networking gear and assembling a team of network engineers, to join the Cisco Secure engineers and threat hunters. All the work, effort and loaned equipment were a gift from Cisco Meraki and Cisco Secure to the community.
We were proud to collaborate with NOC partners Gigamon, IronNet, Lumen, NetWitness and Palo Alto Networks; and work with Neil ‘Grifter’ Wyler, Bart Stump, Steve Fink and James Pope of Black Hat. We built strong bonds of familial ties over the years of challenges and joint successes. I encourage you to watch the replay of the Black Hat session An Inside Look at Defending the Black Hat Network with Bart and Grifter.
In June 2022, adjacent to Cisco Live Americas, the NOC partners met with Black Hat to plan the network. Cisco Meraki already donated 45 access points (APs), seven MS switches, and two Meraki MX security and SD-WAN appliances to Black Hat, for regional conferences.
I looked at the equipment list from 2019, that was documented in the Bart and Grifter presentation, and estimated we needed to source an additional 150 Cisco Meraki MR AP (with brackets and tripods) and 70+ Cisco Meraki MS switches to build the Black Hat USA network in just a few weeks. I wanted to be prepared for any changes or new requirements on-site. We turned to JW McIntire, who leads the network operations for Cisco Live and Cisco Impact. JW was enthusiastically supportive in helping identify the equipment within the Cisco Global Events inventory and giving his approval to utilize the equipment. A full thanks to those who made this possible is in the Acknowledgements below.
Over the week-long conference, we used all but three of the switches and all the APs.
We worked off the draft floor plans from 13 June 2022, for the training rooms, briefing rooms, support rooms, keynote rooms, conference public areas, registration, and of course the Expo Hall: over two million square feet of venue. We received updated plans for the training rooms, Expo Hall and support needs 12 days before we arrived on site. There were about 60 training rooms planned, each requiring their own SSID and Virtual Local Area Network, without host isolation. The ‘most access possible’ was the requirement, to use real world malware and attacks, without attacking other classrooms, attendees, sponsors or the rest of the world. Many of the training rooms changed again nine days before the start of the network build, as the number confirmed students rose or fell, we adjusted the AP assignments.
For switching allocation, we could not plan until we arrived onsite, to assess the conference needs and the placement of the cables in the walls of the conference center. The Black Hat USA network requires that every switch be replaced, so we always have full control of the network. Every network drop to place an AP and put the other end of a cable into the new switches in the closets costs Black Hat a lot of money. It also requires the time of ‘Doc’ – the lead network engineer at the Mandalay Bay, to whom we are all deeply grateful.
The most important mission of the NOC is Access, then Security, Visibility, Automation, etc. People pay thousands of dollars to attend the trainings and the briefings; and sponsors pay tens of thousands for their booth space. They need Access to have a successful conference experience.
With that background, let’s discuss the Wi-Fi in the Expo Hall. Cisco has a service to help customers do a methodical predictive survey of their space for the best allocation of their resources. We had 74 of the modern MR57 APs for the conference and prioritized their assignment in the Expo Hall and Registration. Specifications for MR57s include a 6 GHz 4×4:4, 5 GHz 4×4:4 and 2.4 GHz 4×4:4 radio to offer a combined tri–radio aggregate frame rate of 8.35 Gbps, with up to 4,804 Mbps in 6GHz band, 2,402 Mbps 5 GHz band and, 1,147 Mbps / 574 Mbps in the 2.4 GHz band based on 40MHz / 20MHz configuration. Technologies like transmit beamforming and enhanced receive sensitivity allow the MR57 to support a higher client density than typical enterprise-class access points, resulting in better performance for more clients, from each AP.
We donated top of the line gear for use at Black Hat USA. So, what went wrong on the first day in the Expo Hall? The survey came back with the following map and suggestions of 34 MR57s in the locations below. Many assumptions were made in pre-planning, since we did not know the shapes, sizes and materials of the booths that would be present inside the allocated spaces. We added an AP in the Arsenal Lab on the far-left side, after discussing the needs with Black Hat NOC leadership.
In the Entrance area (Bayside Foyer) of the Expo Hall (bottom of the map), you can see that coverage drops. There were four MR57s placed in the Bayside Foyer for iPad Registration and attendee Wi-Fi, so they could access their emails and obtain their QR code for scanning and badge printing.
I believed that would be sufficient and we allocated other APs to the rest of the conference areas. We had positive reports on coverage in most areas of the rest of the conference. When there were reported issues, we quickly deployed Cisco Meraki engineers or NOC technical associates. to confirm and were able to make changes in radio strength, broadcasting bands, SSIDs, etc. to fine tune the network. All while managing a large amount of new or changing network requirements, as the show expanded due to its success and was fully hybrid, with the increased streaming of the sponsored sessions, briefings and keynotes and remote Registration areas in hotels.
As the attendees queued up in mass outside of the Expo Hall on the morning of 10 August, the number of attendee devices connecting to the four MR57s in the foyer grew into the thousands. This degraded the performance of the Registration network. We adjusted by making the APs closest to the registration iPads only dedicated to the Registration. This fixed Registration lag but reduced the performance of the network for the attendees, as they waited to rush into the Expo Hall. From the site survey map, it is clear that the replacement APs were now needed in the Entrance for a connected mesh network, as you entered the Expo Hall from the Bayside foyer. Here lies Lesson 1: expected people flow should be taken into account in the RF design process.
Another challenge the morning of the Expo Hall opening was that five of the 57MRs inside were not yet connected to the Internet when it opened at 10am. The APs were installed three days earlier, then placed up on tripods the afternoon prior. However, the volume of newly requested network additions, to support the expanded hybrid element required the deployment of extra cables and switches. This cascaded down and delayed the conference center team from finalizing the Expo Hall line drops until into the afternoon. Lesson 2: Layer 1 is still king; without it, no Wi-Fi or power.
A major concern for the sponsors in their booths was that as the Expo Hall filled with excited attendees, the connectivity of the 900+ iOS devices used for lead management dropped. Part of this congestion was thousands of 2.4Ghz devices connected to the Expo Hall network. We monitored this and pushed as many as possible to 5Ghz, to relieve pressure on those airwaves. Lesson 3: With Wi-Fi 6e now available in certain countries, clean spectrum awaits, but our devices need to come along as well.
We also adjusted in the Cisco Meraki Systems Manager Mobile Device Management, to allow the iPhones for scanning to connect securely to the Mandalay Bay conference network, while still protecting your personal information with Cisco SecureX, Security Connector and Umbrella DNS, to ensure access as we expanded the network capacity in the Expo Hall. Lesson 4: Extreme security by default where you can control the end point. Do not compromise when dealing with PPI.
Using the Cisco Meraki dashboard access point location heat map and the health status of the network, we identified three places in the front of the Expo Hall to deploy additional drops with the Mandalay Bay network team. Since adding network drops takes some time (and costs Black Hat extra money), we took immediate steps to deploy more MS120 switches and eight additional APs at hot spots inside the Expo Hall with the densest client traffic, at no expense to Black Hat. Lesson 5: Footfall is not only about sales analytics. It does play a role into RF planning. Thereby, allowing for a data-driven design decision.
Above is the heat map of the conference Expo Hall at noon on 11 August. You can see the extra APs at the Entrance of the Expo Hall, connected by the three drops set up by the Mandalay Bay to the Cisco Meraki switches in the closets. Also, you can see the clusters of APs connected to the extra MS120 switches. At the same time, our lead Meraki engineer, Evan Basta, did a speed test from the center left of the Expo Hall.
As I am sharing lessons learned, I want to provide visibility to another situation encountered. On the afternoon of 9 August, the last day of training, a Black Hat attendee walked the hallways outside several training rooms and deliberately attacked the network, causing students and instructors not to be able to connect to their classes. The training rooms have host isolation removed and we designed the network to provide as much safe access as possible. The attacker took advantage of this openness, spoofed the SSIDs of the many training rooms and launched malicious attacks against the network.
We must allow real malware on the network for training, demonstrations and briefing sessions; while protecting the attendees from attack within the network from their fellow attendees and prevent bad actors from using the network to attack the Internet. It is a critical balance to ensure everyone has a safe experience, while still being able to learn from real world malware, vulnerabilities and malicious websites.
The attack vector was identified by a joint investigation of the NOC teams, initiated by the Cisco Meraki Air Marshal review. Note the exact same MAC addresses of the spoofed SSIDs and malicious broadcasts. A network protection measure was suggested by the Cisco Meraki engineering team to the NOC leadership. Permission was granted to test on one classroom, to confirm it stopped the attack, while not also disrupting the training. Lesson 6: The network-as-a-sensor will help mitigate issues but will not fix the human element.
Once confirmed, the measure was implemented network wide to return resiliency and access. The NOC team continued the investigation on the spoofed MAC addresses, using syslogs, firewall logs, etc. and identified the likely app and device used. An automated security alerting workflow was put in place to quickly identify if the attacker resumed/returned, so physical security could also intervene to revoke the badge and eject the attacker from the conference for violation of the Black Hat code of conduct.
I am grateful to the 20+ Cisco engineers, plus Talos Threat Hunters, deployed to the Mandalay Bay Convention Center, from the United States, Canada, Qatar and United Kingdom who made the Cisco contributions to the Black Hat USA 2022 NOC possible. I hope you will read on, to learn more lessons learned about the network and the part two blog about Cisco Secure in the NOC
Building the Hacker Summer Camp Network, by Evan Basta
It was the challenge of my career to take on the role of the lead network engineer for Black Hat USA. The lead engineer, who I replaced, was unable to travel from Singapore, just notifying us two weeks before we were scheduled to deploy to Las Vegas.
We prepared as much as possible before arrival, using the floor plans and the inventory of equipment that was ordered and on its way from the warehouse. We met with the Black Hat NOC leadership, partners and Mandalay Bay network engineers weekly on conference calls, adjusted what we could and then went to Black Hat, ready for a rapidly changing environment.
Our team was able to remain flexible and meet all the Black Hat requests that came in, thanks to the ability of the Cisco Meraki dashboard to manage the APs and switches from the cloud. Often, we were configuring the AP or switch as it was being transported to the location of the new network segment, laptop in hand.
For the construction of the Black Hat network, let’s start with availability. Registration and training rooms had priority for connectivity. iPads and iPhones needed secure connectivity to scan QR codes of registering attendees. Badge printers needed hardline access to the registration system. Training rooms all needed their separate wireless networks, for a safe sandbox for network defense and attack. Thousands of attendees attended, ready to download and upload terabytes of data through the main conference wireless network. All the keynotes, briefings and sponsored sessions needed to be recorded and streamed. Below are all the APs stacked up for assignment, including those assigned to the Expo Hall in the foreground.
All this connectivity was provided by Cisco Meraki access points and switches along with integrations into SecureX, Umbrella, and other Cisco platforms. We fielded a literal army of engineers to stand up the network in six days.
Let’s talk security and visibility. For a few days, the Black Hat network is one of the most hostile in the world. Attendees learn new exploits, download new tools, and are encouraged to test them out. Being able to drill down on attendee connection details and traffic was instrumental in ensuring attendees followed the Black Hat code of conduct.
On the wireless front, we made extensive use of our Radio Profiles to reduce interference by tuning power and channel settings. We enabled band steering to get more clients on the 5GHz bands versus 2.4GHz and watched the Location Heatmap like a hawk looking for hotspots and dead areas. Handling the barrage of wireless change requests – enable or disabling this SSID, moving VLANs (Virtual Local Area Networks), enabling tunneling for host isolation on the general conference Wi-Fi, mitigating attacks – was a snap with the Cisco Meraki Dashboard.
Floor Plan and Location Heatmap
On the first day of NOC setup, the Cisco team worked with the Mandalay Bay networking engineers to deploy core switches and map out the switches for the closets, according to the number of cables coming in from the training and briefing rooms. The floor plans in PDF were uploaded into the Meraki Dashboard; and with a little fine tuning, aligned perfectly with the Google Map.
Cisco Meraki APs were then placed physically in the venue meeting and training rooms. Having the APs named, as mentioned above, made this an easy task. This enabled accurate heatmap capability.
The Location Heatmap provided the capability to drill into the four levels of the conference, including the Expo Hall, lower level (North Conference Center), 2nd Floor and 3rd Floor. Below is the view of the entire conference.
Network Visibility
We were able to monitor the number of connected clients, network usage, the people passing by the network and location analytics, throughout the conference days. We provided visibility access to the Black Hat NOC management and the technology partners, along with full API (Application Programming Interface) access, so they could integrate with the network platform.
Alerts
Cisco Meraki alerts provide notification when something happens in the Dashboard. Default behavior is to be emailed when something happens. Obviously, emails got lost in the noise, at Black Hat Asia 2022, we made a web hook in Cisco SecureX orchestration to be able to consume Cisco Meraki alerts and send it to Slack (the messaging platform within the Black Hat NOC), using the native template in the Cisco Meraki Dashboard.
The alert kicked off if an AP or a switch lost connectivity. At Black Hat USA, we modified this to text alerts, as these were a priority. In the following example, we knew at the audio-visual team unplugged a switch to move it and were able to deploy technical associates from the NOC to ensure it was reconnected properly.
The Cisco Stack’s Potential in Action, by Paul Fidler
As we planned for Black Hat USA, the number of iOS devices to manage and protect rose from 300+ to over 900, and finally over 1,000.
The first amongst these was the use of the Cisco Meraki API. We were able to import the list of MAC addresses of the Cisco Meraki APs, to ensure that the APs were named appropriately and tagged, using a single source of truth document shared with the NOC management and partners, with the ability to update en masse at any time. Over three quarters of the AP configuration was able to be completed before arriving on site.
Meraki Systems Manager – Initial device enrollment and provisioning
We’ll start with the positive: When it comes to creating the design to manage X number of devices, it doesn’t matter if it’s 10 devices, or 10,000… And this was certainly true for Black Hat. The requirements were straightforward:
All this configuration was done ahead of time in the Meraki Dashboard, almost a month before the conference.
Now the negatives: Of all the events that the company who supplies the devices attends; Black Hat is the only one where devices are managed. Using mass deployment techniques like Apple’s Automated Device Enrollment, therefore, is not used. The company pre-stages the devices using Apple Configurator, which allows for both Supervision and Enrollment.
It became more difficult: Whilst the pre-staged devices were fine (other than having to handle all 1,000+ devices to turn Wi-Fi to Autojoin and opening the Meraki Systems Manager app [to give us Jailbreak and Location visibility]), an extra 100 devices were supplied that were not enrolled. As these devices were enrolled elsewhere from the prior Black Hat conferences, a team of around 10 people pitched in to restore each device, adding the Wi-Fi profile and then enrollment.
Fortunately, Apple Configurator can create Blueprints:
A Blueprint is essential a list of actions, in a particular order, that Apple Configurator can run through autonomously
But why did it need a team of ten? There were several limitations:
However, the task was completed in around three hours, given the limitations! If there’s one lesson to learn from this: Use Apple’s Automated Device Enrollment.
Command vs Profile
One of the slight nuances of Apple Mobile Device Manager is the difference between a ‘command’ and ‘profile’. Within the Meraki Systems Manager dashboard, we don’t highlight the difference between the two. But it’s important to know. A ‘profile’ is something that remains on the device: If there’s a state change on the device, or the user attempts something, the profile is always on there. However, a ‘command’ is exactly that: It’s sent once, and if something changes in the future, then the command won’t have any effect.
So, why is this highlighted here? Well, in some instances, some apps weren’t pushed successfully: You’d see them on the device, but with a cloud icon next to them. The only way to resolve this would be to remove the app, and then repost it. But we were also using a Homepage Layout, which put various apps on various pages. Pushing the app would result in it appearing on the wrong page. To ensure a consistent user experience, we would push the homepage profile again to devices to take effect.
Meraki BSSID Geolocation
We’ve mentioned this before in past Black Hat events, but, given the scale of The Mandalay Bay, it’s important to circle back to this. GPS is notoriously unreliable in conference centers like this, but it was still important to know where devices are. Because we’d ensured the correct placement of the Access Points on the floor plan, and because Systems Manager was in the same organisation, it ensured that the devices reported their location accurately! If one were to ‘walk’ we could wipe it remotely to protect your personal details.
Protection of PPI (Protected Private Information)
When the conference Registration closed on the last day and the Business Hall Sponsors all returned their iPhones, we were able to remotely wipe all the devices, removing all attendee data, prior to returning to the device contractor.
APIs
As mentioned elsewhere in this blog, this was a conference of APIs. Just the sheer scale of the conference resulted in the use of APIs. Various API projects included:
From a Systems Manager perspective, there were:
Port Security, by Ryan MacLennan, Ian Redden and Paul Fidler
During the Cisco Meraki deployment, we had a requirement to shutdown ports as they went inactive to prevent malicious actors from removing an official device and plugging in theirs. This ability is not directly built into the Cisco Meraki dashboard, so we built a workflow for the Black Hat customer, using the Cisco Meraki API. To achieve this, we created a small python script that was hosted as an AWS (Amazon Web Services) Lambda function and listened for webhooks from the Cisco Meraki Dashboard when a port went down. Initially this did solve our issue, but it was not fast enough, about five minutes from the time the port went down/a cable was unplugged. This proof of concept laid the groundwork to make the system better. We migrated from using a webhook in the Cisco Meraki Dashboard to using syslogs. We also moved the script from Lambda to a local server. Now, a python script was scanning for syslogs from the switches and when it saw a port down log, it will immediately call out to the locally hosted python script that calls out to the Cisco Meraki API and disabled the port.
This challenge had many setbacks and iterations while it was being built. Before we settled on listening for syslogs, we tried using SNMP polling. After figuring out the information we needed to use, we found that trying to poll SNMP would not work because SNMP would not report the port being down if the switch to another device was fast enough. This led us to believe we might not be able to do what we needed in a timely manner. After some deliberation with fellow NOC members, we started working on a script to listen for the port down syslogs. This became the best solution and provided immediate results. The ports would be disabled within milliseconds of going downThe diagram below shows an example of what will happen: If the Workshop Trainer’s device is un-plugged and a Threat Actor tries to plug into their port, a syslog is sent from the Cisco Meraki switch to our internal server hosting the python listener. Once the python script gets the request, it sends an API call to the Cisco Meraki API gateway and the Cisco Meraki cloud then tells the switch to disable the port that went down very briefly.
However, what was apparent was that the script was working TOO well! As discussed, several times already in this blog, the needs of the conference were very dynamic, changing on a minute-by-minute basis. This was certainly true in Registration and with the Audio-Visual teams. We discovered quickly that legitimate devices were being unplugged and plugged in to various ports, even if just temporarily. Of course, the script was so quick that it disabled ports before the users in registration knew what was happening. This resulted in NOC staff having to re-enable ports. So, more development was done. The task? For a given network tag, show the status of all the ports of all the switches. Given the number of switches at the conference, tags were used to reduce the amount of data being brought back, so it was easier to read and manage.
Mapping Meraki Location Data with Python, by Christian Clausen
In the blog post we published after Black Hat Asia 2022, we provided details on how to collect Bluetooth and Wi-Fi scanning data from a Meraki organization, for long-term storage and analysis. This augmented the location data provided by the Meraki dashboard, which is limited to 24-hours. Of course, the Meraki dashboard does more than just provide location data based on Wi-Fi and Bluetooth scanning from the access points. It also provides a neat heatmap generated from this data. We decided to take our long-term data project a step further and see if we could generate our own heatmap based on the data collected from the Meraki Scanning API.
The Folium Python library “builds on the data wrangling strengths of the Python ecosystem and the mapping strengths of the leaflet.js library” to provide all kinds of useful mapping functions. We can take location data (longitude and latitude) and plot them on lots of built-in map tiles from the likes of OpenStreetMap, MapBox, Stamen, and more. Among the available Folium plugins is a class called “HeatMapWithTime.” We can use this to plot our Meraki location data and have the resulting map animate the client’s movements.
Step 1: Collect the data
During the previous conference, we used a Docker container containing a couple Flask endpoints connected via ngrok to collect the large amount of data coming from Meraki. We re-used the same application stack this time around, but moved it out from behind ngrok into our own DMZ with a public domain and TLS (Transport Layer Security) certificate, to avoid any bandwidth limitations. We ended up with over 40GB of JSON data for the conference week to give to Black Hat!
Step 2: Format the data
Folium’s HeatMapWithTime plugin requires a “list of lists of points of time.” What we wanted to do is generate an ordered dictionary in Python that is indexed by the timestamp. The data we received from the Meraki API was formatted into “apFloor” labels provided by the admin when the access points are placed. Within each “apFloor” is a list of “observations” that contain information about individual clients spotted by the AP scanners, during the scanning interval.
Here’s what the data looked like straight from the Meraki API, with some dummy values:
The “observations” list is what we wanted to parse. It contains lots of useful information, but what we wanted is MAC address, latitude and longitude numbers, and timestamp:
We used Python to iterate through the observations and to eliminate the data we did not use. After a lot of data wrangling, de-duplicating MAC addresses, and bucketizing the observations into 15-minute increments, the resulting data structure looks like this:
Now that the data is in a usable format, we can feed it into Folium and see what kind of map we get back!
Step 3: Creating the map
Folium is designed to project points onto a map tile. Map tiles can show satellite images, streets, or terrain, and are projected onto a globe. In our case, however, we want to use the blueprint of the conference center. Folium’s allows for an image’s overlay to be added, and the bounds of the image to be set by specifying the coordinates for the top-left and bottom-right corners of image. Luckily, we can get this from the Meraki dashboard.
This enabled us to overlay the floorplan image on the map. Unfortunately, the map tiles themselves limit the amount of zoom available to the map visualization. Lucky for us, we did not care about the map tile now that we have the floorplan image. We passed “None” as the map tile source and finally received our data visualization and saved the map as an HTML file for Black Hat leadership.
We opened the HTML file, and we had an auto-playing heatmap that lets us zoom at far in as we want:
Detail at 1:30pm PT, on 10 August 2022 below.
To improve this going forward, the logical next steps would be to insert the data into a database for the Black Hat conference organizers, for quick retrieval and map generation. We can then start looking at advanced use-cases in the NOC, such as tracking individual a MAC address that may be producing suspicious traffic, by cross-referencing data from other sources (Umbrella, NetWitness, etc.).
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Network Recovery, by Jessica Bair Oppenheimer
Once the final session ended, the Expo Hall closed and the steaming switched off, dozens of conference associates, technical associates, Mandalay Bay engineers and Cisco staff spread out through two million square feet and numerous switching closets to recover the equipment for inventory and packing. It took less than four hours to tear down a network that was built and evolved 11 days prior. Matt Vander Horst made a custom app to scan in each item, separating equipment donated to Black Hat from that which needed to be returned to the warehouse for the next global Cisco event.
Adapt and overcome! Check out part two of this blog, Black Hat USA 2022 Continued: Innovation in the NOC.
Until then, thanks again to our Cisco Meraki engineers, pictured below with a MR57 access point.
Acknowledgements: Special thanks to the Cisco Meraki and Cisco Secure Black Hat NOC team.
Meraki Systems Manager: Paul Fidler (team leader), Paul Hasstedt and Kevin Carter
Meraki Network Engineering: Evan Basta (team leader), Gregory Michel, Richard Fung and CJ Ramsey
Network Design and Wireless Site Survey: Jeffry Handal, Humphrey Cheung, JW McIntire and Romulo Ferreira
Network Build/Tear Down: Dinkar Sharma, Ryan Maclennan, Ron Taylor and Leo Cruz
Critical support in sourcing and delivering the Meraki APs and switches: Lauren Frederick, Eric Goodwin, Isaac Flemate, Scott Pope and Morgan Mann
SecureX threat response, orchestration, device insights, custom integrations, and Malware Analytics: Ian Redden, Aditya Sankar, Ben Greenbaum, Matt Vander Horst and Robert Taylor
Umbrella DNS: Christian Clasen and Alejo Calaoagan
Talos Incident Response Threat Hunters: Jerzy ‘Yuri’ Kramarz and Michael Kelley
Also, to our NOC partners NetWitness (especially David Glover), Palo Alto Networks (especially Jason Reverri), Lumen, Gigamon, IronNet, and the entire Black Hat / Informa Tech staff (especially Grifter ‘Neil Wyler’, Bart Stump, Steve Fink, James Pope, Jess Stafford and Steve Oldenbourg).
Read Part 2:
Black Hat USA 2022 Continued: Innovation in the NOC
About Black Hat
For 25 years, Black Hat has provided attendees with the very latest in information security research, development, and trends. These high-profile global events and trainings are driven by the needs of the security community, striving to bring together the best minds in the industry. Black Hat inspires professionals at all career levels, encouraging growth and collaboration among academia, world-class researchers, and leaders in the public and private sectors. Black Hat Briefings and Trainings are held annually in the United States, Europe and USA. More information is available at: blackhat.com. Black Hat is brought to you by Informa Tech.
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Cisco Secure Social Channels
In part one of our Black Hat USA 2022 NOC blog, we discussed building the network with Meraki:
In this part two, we will discuss:
Cisco is a Premium Partner of the Black Hat NOC, and is the Official Wired & Wireless Network Equipment, Mobile Device Management, DNS (Domain Name Service) and Malware Analysis Provider of Black Hat.
Black Hat USA is my favorite part of my professional life each year. We had an incredible staff of 20 Cisco engineers to build and secure the network. Also, for the first time, we had two Talos Threat Hunters from the Talos Incident Response (TIR) team, providing unique perspectives and skills to the attacks on the network. I really appreciated the close collaboration with the Palo Alto Networks and NetWitness team members. We created new integrations and the NOC continued to serve as an incubator for innovation.
We must allow real malware on the network for training, demonstrations, and briefing sessions; while protecting the attendees from attack within the network from their fellow attendees and prevent bad actors using the network to attack the Internet. It is a critical balance to ensure everyone has a safe experience, while still being able to learn from real world malware, vulnerabilities, and malicious websites. So, context is what really matters when investigating a potential attack and bringing so many technologies together in SecureX really accelerated investigation and response (when needed).
All the Black Hat network traffic was supported by Meraki switches and wireless access points, using the latest Meraki gear donated by Cisco. Our Meraki team was able to block people from the Black Hat network, when an investigation showed they did something in violation of the attendee Code of Conduct, upon review and approval by the Black Hat NOC leadership.
Cisco Secure provided all the domain name service (DNS) requests on the Black Hat network through Umbrella, whenever attendees wanted to connect to a website. If there is a specific DNS attack that threatened the conference, we supported Black Hat in blocking it to protect the network. However, by default, we allow and monitor DNS requests to malware, command and control, phishing, crypto mining, and other dangerous domains, which would be blocked in a production environment. That balance of allowing cybersecurity training and demos to occur, but ready to block when needed.
In addition to the Meraki networking gear, Cisco Secure also shipped an Umbrella DNS virtual appliance to Black Hat USA, for internal network visibility with redundancy. The Intel NUC containing the virtual appliance also contained the bridge to the NetWitness on-premises SIEM, custom developed by Ian Redden.
We also deployed the following cloud-based security software:
We analyzed files that were downloaded on the network, checking them for malicious behavior. When malware is downloaded, we confirm it is for a training, briefing or demonstration, and not the start of an attack on attendees.
During an investigation, we used SecureX to visualize the threat intelligence and related artifacts, correlating data. In the example below, an attacker was attempting remote code execution on the Registration Servers, alerted by the Palo Alto team, investigated by the NOC threat hunters, and blocked by order of the NOC leadership upon the results of the investigation.
Cisco Secure Threat Intelligence (correlated through SecureX)
Donated Partner Threat Intelligence (correlated through SecureX)
Open-Source Threat Intelligence (correlated through SecureX)
Continued Integrations from past Black Hat events
New Integrations Created at Black Hat USA 2022
The NOC partners, especially NetWitness and Palo Alto Networks, were so collaborative and we left Vegas with more ideas for future integration development
Creating Custom Meraki Dashboard Tiles for SecureX, by Matt Vander Horst
One of the biggest benefits of Cisco SecureX is its open architecture. Anyone can build integrations for SecureX if they can develop an API with the right endpoints that speak the right language. In the case of SecureX, the language is the Cisco Threat Intelligence Model (CTIM). As mentioned above, Cisco Meraki powered Black Hat USA 2022 by providing wired and wireless networking for the entire conference. This meant a lot of equipment and users to keep track of. To avoid having to switch between two different dashboards in the NOC, we decided to build a SecureX integration that would provide Meraki dashboard tiles directly into our single pane of glass: SecureX.
Building an integration for SecureX is simple: decide what functionality you want your integration to offer, build an internet-accessible API that offers those functions, and then add the integration to SecureX. At Black Hat, our Meraki integration supported two capabilities: health and dashboard. Here’s a summary of those capabilities and the API endpoints they expect:
| Capability | Description | API Endpoints |
| Health | Enables SecureX to make sure the module is reachable and working properly. | /health |
| Dashboard | Provides a list of available dashboard tiles and, after a tile is added to a dashboard, the tile data itself. | /tiles
/tile-data |
With our capabilities decided, we moved on to building the API for SecureX to talk to. SecureX doesn’t care how you build this API if it has the expected endpoints and speaks the right language. You could build a SecureX-compatible API directly into your product, as a serverless Amazon Web Services (AWS) Lambda, as a Python script with Django, and so on. To enable rapid development at Black Hat, we chose to build our integration API on an existing Ubuntu server in AWS running Apache and PHP.
After building the API framework on our AWS server, we had to decide which dashboard tiles to offer. Here’s what we ended up supporting:
| Tile Name | Description |
| Top Applications | Shows the top 10 applications by flow count |
| Client Statistics | Shows a summary of clients |
| Top SSIDs by Usage in GB | Shows the top 10 SSIDs by data usage in GB |
| Access Point Status | Shows a summary of access points |
Finally, once the API was up and running, we could add the integration to SecureX. To do this, you need to create a module definition and then push it to SecureX using its IROH-INT API. After the module is created, it appears in the Available Integration Modules section of SecureX and can be added. Here’s what our module looked like after being added to the Black Hat SecureX instance:
After adding our new tiles to the SecureX dashboard, SecureX would ask our API for data. The API we built would fetch the data from Meraki’s APIs, format the data from Meraki for SecureX, and then return the formatted data. Here’s the result:
These dashboard tiles gave us useful insights into what was going on in the Meraki network environment alongside our existing dashboard tiles for other products such as Cisco Secure Endpoint, Cisco Umbrella, Cisco Secure Malware Analytics, and so on.
If you want to learn more about building integrations with SecureX, check out these resources:
Talos Threat Hunting, by Jerzy ‘Yuri’ Kramarz and Michael Kelly
Black Hat USA 2022 was our first fully supported event, where we deployed an onsite threat hunting team from Talos Incident Response (TIR). Our colleagues and friends from various business units, connected by SecureX integration, granted us access to all the underlying consoles and API points to support the threat hunting efforts enhanced by Talos Intelligence.
The threat hunting team focused on answering three key hypothesis-driven questions and matched that with data modelling across all of the different technology stacks deployed in Black Hat NOC:
To answer the above hypothesis, our analysis started with understanding of how the network architecture is laid out and what kind of data access is granted to NOC. We quickly realized that our critical partners are key to extending visibility beyond Cisco deployed technologies. Great many thanks go to our friends from NetWitness and Palo Alto Networks for sharing full access to their technologies, to ensure that hunting did not stop on just Cisco kit and contextual intelligence could be gathered across different security products.
Daily threat hunt started with gathering data from Meraki API to identify IP and DNS level requests leaving the devices connected to wireless access points across entire conference. Although Meraki does not directly filter the traffic, we wanted to find signs of malicious activity such as DNS exfiltration attempts or connections to known and malicious domains which were not part of the class teaching. Given the level of access, we were then able to investigate network traffic capture associated with suspicious connections and check for suspected Command and Control (C2) points (there were a few from different threat actors!) or attempts to connect back to malicious DNS or Fast Flux domains which indicated that some of the attendee devices were indeed compromised with malware.
That said, this is to be expected given hostility of the network we were researching and the fact that classroom environments have users who can bring their own devices for hands-on labs. SecureX allowed us to quickly plot this internally to find specific hosts which were connecting and talking with malicious endpoints while also showing a number of additional datapoints which were useful for the investigation and hunting. Below is one such investigation, using SecureX threat response.
While looking at internal traffic, we have also found and plotted quite a few different port-scans running across the internal network. While not stopping these, it was interesting to see different tries and attempts by students to find ports and devices across networks. Good thing that network isolation was in place to prevent that! We blurred out the IP and MAC addresses in the image below.
Here is another example of really nice port scan clusters that were running across both internal and external networks we have found. This time it was the case of multiple hosts scanning each other and looking to discovery ports locally and across many of the Internet-based systems. All of that was part of the class but we had to verify that as it looked quite suspicious from the outset. Again, blurred picture for anonymity.
In a few instances, we also identified remarkably interesting clear-text LDAP traffic leaving the environment and giving a clear indicator of which organization the specific device belonged to simply because of the domain name which was requested in the cleartext. It was quite interesting to see that in 2022, we still have a lot of devices talking clear text protocols such as POP3, LDAP, HTTP or FTP, which are easy to subvert via Man-In-The-Middle type of attacks and can easily disclose the content of important messages such as email or server credentials. Below is an example of the plain text email attachments, visible in NetWitness and Cisco Secure Malware Analytics.
In terms of the external attacks, Log4J exploitation attempts were pretty much a daily occurrence on the infrastructure and applications used for attendee registration along with other typical web-based attacks such as SQL injections or path traversals. Overall, we saw a good number of port scans, floods, probes and all kind of web application exploitation attempts showing up daily, at various peak hours. Fortunately, all of them were successfully identified for context (is this part of a training class or demonstration) and contained (if appropriate) before causing any harm to external systems. Given the fact that we could intercept boundary traffic and investigate specific PCAP dumps, we used all these attacks to identify various command-and-control servers for which we also hunted internally to ensure that no internal system is compromised.
The final piece of the puzzle we looked to address, while threat hunting during Black Hat 2022, was automation to discover interesting investigation avenues. Both of us investigated a possibility of threat hunting using Jupyter playbooks to find outliers that warrant a closer look. We have created and developed a set of scripts which would gather the data from API endpoints and create a data frames which could be modeled for further analysis. This allowed us to quickly gather and filter out systems and connections which were not that interesting. Then, focus on specific hosts we should be checking across different technology stacks such as NetWitness and Palo Alto.
Unmistaken Identity, by Ben Greenbaum
An unusual aspect of the Black Hat NOC and associated security operations activities is that this is an intentionally hostile network. People come to learn new tricks and to conduct what would in any other circumstance be viewed rightfully as malicious, unwanted behavior. So, determining whether this is “acceptable” or “unacceptable” malicious behavior is an added step. Additionally, this is a heavily BYOD environment and while we do not want attendees attacking each other, or our infrastructure, there is a certain amount of suspicious or indicative behavior we may need to overlook to focus on higher priority alerts.
In short, there are broadly speaking 3 levels of security event at Black Hat:
When Umbrella alerted us (via a SecureX orchestration Webex workflow) of DNS requests for a domain involved in “Illegal Activity” it was reminiscent of an event at a previous conference where an attendee was caught using the conference network to download forged vaccination documents.
Using the Cisco Secure Malware Analytics platform’s phishing investigation tools, I loaded and explored the subject domain and found it to be a tool that generates and provides pseudo-randomized fake identities, customizable in various ways to match on demographics. Certainly, something that could be used for nefarious purposes, but is not illegal in and of itself. Physical security and access control is, however, also important at Black Hat, and if this activity was part of an effort to undermine that, then this was still a concern.
This is, however, also the kind of thing that gets taught at Black Hat…
Using the reported internal host IP from Umbrella, Meraki’s connection records, and the Meraki access point map, we were able to narrow the activity down to a specific classroom. Looking up what was being taught in that room, we were able to confirm that the activity was related to the course’s subject matter
Network owners and administrators, especially businesses, typically don’t want their network to be used for crimes. However, here at Black Hat what some would consider “crimes” is just “the curriculum”. This adds a layer of complexity to securing and protecting not just Black Hat, but also Black Hat attendees. In security operations, not every investigation leads to a smoking gun. At Black Hat, even when it does, you may find that the smoking gun was fired in a safe manner at an approved target range. Having the right tools on hand can help you make these determinations quickly and free you up to investigate the next potential threat.
25 Years of Black Hat – Musings from the show (and some DNS stats), by Alejo Calaoagan
Back in Singapore, I wrote about cloud app usage and the potential threat landscape surrounding them. My original plan at Black Hat USA was to dig deeper into this vector to see what interesting tidbits I could find on our attendee network. However, given that this was the 25th anniversary of Black Hat (and my 14th in total between Vegas, Singapore, and London), I’ve decided to pivot to talk about the show itself.
I think it’s safe to say, after two difficult pandemic years, Black Hat is back. Maybe it’s the fact that almost everyone has caught COVID by now (or that a lot of people just stopped caring). I caught it myself at RSA this year back in June, the first of consecutive summer super spread events (Cisco Live Vegas was the following week). Both of those shows were in the 15-18k attendee range, well below their pre-pandemic numbers. Black Hat USA 2022 was estimated at 27,000 attendees.
If I remember correctly, 2019 was in the 25-30K range. Last year in Vegas, there were ~3,000 people at the event, tops. 2021 in London, was even lower…it felt like there were less than 1,000 attendees. Things certainly picked up in Singapore (2-3k attendees), though that event doesn’t typically see attendee numbers as high as the other locations. All in all, while the pandemic certainly isn’t over, Las Vegas gave glimpses of what things were like before the “Rona” took over our lives.
The show floor was certainly back to the norm, with swag flying off the countertops and lines for Nike sneaker and Lego giveaways wrapping around different booths. The smiles on people’s faces as they pitched, sold, hustled, and educated the masses reminded me how much I missed this level of engagement. RSA gave me this feeling as well, before COVID sidelined me midway through the show anyway.
Not everything was quite the same. The Black Hat party scene certainly is not what it used to be. There was no Rapid 7 rager this year or last, or a happy hour event thrown by a security company you’ve never heard of at every bar you walk by on the strip. There were still some good networking events here and there, and there were some awesomely random Vanilla Ice, Sugar Ray, and Smashmouth shows. For those of you familiar with Jeremiah Grossman’s annual Black Hat BJJ throwdown, that’s still, thankfully, a thing. Hopefully, in the coming years, some of that old awesomeness returns….
Enough reminiscing, here are our DNS numbers from the show:
From a sheer traffic perspective, this was the busiest Black Hat ever, with over 50 million DNS requests made…
Digging into these numbers, Umbrella observed over 1.3 million security events, including various types of malware across the attendee network. Our threat hunting team was busy all week!
We’ve also seen an increase in app usage at Black Hat:
In a real-world production environment, Umbrella can block unapproved or high-risk apps via DNS.
The increases in DNS traffic volume and Cloud App usage obviously mirrors Black Hat’s return to the center stage of security conferences, following two years of pandemic uncertainty. I’m hopeful that things will continue to trend in a positive direction leading up to London and, hopefully, we’ll see you all there.
——
Hats off to the entire NOC team. Check out Black Hat Europe in London, 5-8 December 2022!
Acknowledgements: Special thanks to the Cisco Meraki and Cisco Secure Black Hat NOC team.
SecureX threat response, orchestration, device insights, custom integrations and Malware Analytics: Ian Redden, Aditya Sankar, Ben Greenbaum, Matt Vander Horst and Robert Taylor
Umbrella DNS: Christian Clasen and Alejo Calaoagan
Talos Incident Response Threat Hunters: Jerzy ‘Yuri’ Kramarz and Michael Kelley
Meraki Systems Manager: Paul Fidler (team leader), Paul Hasstedt and Kevin Carter
Meraki Network Engineering: Evan Basta (team leader), Gregory Michel, Richard Fung and CJ Ramsey
Network Design and Wireless Site Survey: Jeffry Handal, Humphrey Cheung, JW McIntire and Romulo Ferreira
Network Build/Tear Down: Dinkar Sharma, Ryan Maclennan, Ron Taylor and Leo Cruz
Critical support in sourcing and delivering the Meraki APs and switches: Lauren Frederick, Eric Goodwin, Isaac Flemate, Scott Pope and Morgan Mann
Also, to our NOC partners NetWitness (especially David Glover), Palo Alto Networks (especially Jason Reverri), Lumen, Gigamon, IronNet, and the entire Black Hat / Informa Tech staff (especially Grifter ‘Neil Wyler’, Bart Stump, Steve Fink, James Pope, Jess Stafford and Steve Oldenbourg).
Read Part 1:
Black Hat USA 2022: Creating Hacker Summer Camp
About Black Hat
For 25 years, Black Hat has provided attendees with the very latest in information security research, development, and trends. These high-profile global events and trainings are driven by the needs of the security community, striving to bring together the best minds in the industry. Black Hat inspires professionals at all career levels, encouraging growth and collaboration among academia, world-class researchers, and leaders in the public and private sectors. Black Hat Briefings and Trainings are held annually in the United States, Europe and USA. More information is available at: blackhat.com. Black Hat is brought to you by Informa Tech.
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Data brokers are companies that collect your information from a variety of sources to sell or license it out to other businesses. Before they can pass your data along, brokers analyze it to put you into specific consumer profiles. Consumer profiles help businesses suggest products you might like and create targeted marketing campaigns based on your interests.
Companies who buy data from brokers use it for things like marketing or risk mitigation. For example, if you’re a guitarist, a guitar manufacturer might try to reach you with an ad for their instruments. If you’re in the market for car insurance, insurance providers might use your personal information to do a background check so they can assess the risk that you’ll be in a car accident.
While businesses don’t typically use your information maliciously, there are risks involved with having your personal data spread online. There might be certain details you don’t want to share with the world, like health or criminal records or financial issues.
Having your data featured online can also expose it to cybercriminals who might use it for identity theft. Sometimes, hackers can even breach information that’s stored in an information broker’s database. When a criminal has your data, they might be able to access your financial accounts, use your credit to secure a loan, or even use your insurance to receive medical care.
This article shows you how to remove your information from data broker sites and protect your data privacy online.
There are various ways for a data broker to access your personal information. Some of these information sources are offline. For example, a broker can peruse public records to view your voter registration information.
Other information sources that brokers use are online. For instance, a broker might track your buying history to see which products you’re likely interested in.
Below are some of the top sources data brokers use to collect consumer information.
Data brokering is a worldwide industry that brings in around $200 billion annually. An estimated 4,000 data broker companies exist. The largest data broker companies include organizations like Acxiom, Experian, and Epsilon.
Most data broker sites will give you the ability to have your personal information removed from their database — but don’t expect it to be easy.
You might have to follow a multi-step process to opt out of a broker site. Even after your information is removed, you may have to repeat the process periodically.
Different regions have different laws when it comes to protecting consumer data. The European Union has the General Data Protection Regulation (GDPR), which gives consumers the right to request that a company deletes any personal information they have stored.
In the United States, states have to create their own laws to safeguard consumer privacy. States like Colorado and California have enacted laws that allow consumers to have their personal information removed from data broker sites.
The next few sections go over steps you can follow to get your information removed from various data broker sites. Many broker sites allow you to opt out of their data collection and advertising programs.
Opting out can prevent brokers from collecting and sharing your information and help you avoid intrusive ads for things like pre-approved credit cards.
The first thing you’ll have to do is visit each data broker’s site that has your information. Some of the biggest data broker sites that might have your information include:
While these are some of the largest data broker sites around, this list is by no means exhaustive. There’s a large number of data-sharing sites out there. For example, people-search sites like PeekYou, Spokeo, and Whitepages, let average consumers search through databases of personal information.
It may seem counterintuitive to sign up for an account with a broker when all you want is to delete your information from their site, but most data brokers require you to register with them to opt out of data collection.
You’ll likely have to create an account with every data broker you want to opt out of. Unfortunately, this will require you to give the brokers some personal information, like your name, email address, and possibly a picture of your driver’s license. Cross out your license number if you have to send a photo of your ID.
After creating an account with a broker, you’ll likely have to visit their portal to find out whether they have your personal information listed. Checking to see what every data broker has listed about you can be a time-consuming process.
Services like DeleteMe and Kanary will delete your information from data brokers. However, most of these sites charge a fee, and they only delete your information from a select number of sites. For example, DeleteMe removes your information from 36 different data broker sites.
You should also be aware that some data broker sites don’t allow third parties to request for information to be deleted on behalf of consumers.
You’ll have to make a separate removal request for every data broker site you want to opt out of. Some data brokers make the process more difficult than others. Remember that data companies are always collecting records, so you may need to repeat the process of removing your information from data broker sites annually.
Here’s how to opt out of some of the largest data brokering companies we mentioned earlier:
The data broker industry is enormous. A data brokerage can collect a wealth of information about you from a huge number of sources, and provide that information to businesses that use it to do things like design targeted marketing campaigns for their ideal consumers.
Brokers can share sensitive information that you want to keep private, like medical data. Having your personal information floating around the internet makes it easier for cybercriminals to use it for personal gain.
By opting out of information-sharing programs, you can protect your online privacy, reduce the number of intrusive advertisements and emails you receive, and make it less likely that identity thieves will target you.
One of the best ways to protect yourself online is to use quality security software. When you sign up for McAfee’s Total Protection services, you’ll get features like award-winning antivirus software, 24/7 account monitoring, a secure virtual private network (VPN), and up to $1 million in identity theft coverage and restoration.
When it comes to protecting your privacy online, McAfee has your back.
The post How to Remove Personal Information From Data Broker Sites appeared first on McAfee Blog.
Here’s one way you can help reduce your chances of identity theft: remove your personal information from the internet.
And chances are, you have more personal information posted online than you think.
According to the U.S. Federal Trade Commission (FTC), consumers registered 1.4 million identity theft complaints in 2021, all part of a year where consumers reported losing $5.8 billion to fraud overall—a 70% increase over the year prior.
What fuels all this theft and fraud? Access to personal information.
Scammers and thieves can get a hold of personal information in several ways, such as through phishing attacks that lure you into handing it over, malware that steals it from your devices, by purchasing your information on dark web marketplaces, or as a result of information leaked in data breaches, just to name a few.
However, scammers and thieves have other resources to help them commit theft and fraud—data broker sites, places where personal information is posted online for practically anyone to see. Which makes removing your info from them so important, from both an identity and privacy standpoint.
Think of data broker sites as huge repositories of personal information. Search your name and address online and you’ll see. You’ll likely find dozens of sites that turn up information about you, some of which offer a few pieces for free and others that offer far more information for a price.
Data brokers collect and then aggregate personal information from several sources, including:
Data brokers also buy personal information from other data brokers. As a result, some data brokers have thousands of pieces of data for billions of individuals worldwide.
What could that look like? A broker may know how much you paid for your home, your education level, where you’ve lived over the years and who your lived with, your driving record, and possibly your political leanings. A broker may also know your favorite flavor of ice cream and your preferred over-the-counter allergy medicine thanks to information from loyalty cards. Further, they may also have health-related information from fitness apps. The amount of personal information can run that broadly, and that deeply.
With information at this potential level of detail, it’s no wonder that data brokers rake in an estimated at $200 billion U.S. dollars worldwide every year.
On the legitimate side, it’s used by advertisers to create targeted ad campaigns. With information sold by data brokers, they can generate lists based on highly specific criteria, such as shopping histories, personal interests, and even political leanings as mentioned above. Likely without you being aware of it—and likely with no way to contest that information if it’s incorrect.
Other legitimate uses include using these sites for background checks. Law enforcement, reporters, and employers will use data brokers as a starting point for research because the leg work has largely been done for them. Namely, data brokers have aggregated a person’s information already, which is an otherwise time-consuming process.
If this seems a little shady, it’s still legal. As of now, the U.S. has no federal laws that regulate data brokers or require data them to remove personal information if requested. A few states, such as Nevada, Vermont, and California, have legislation in place aimed at protecting consumers. Meanwhile, the General Data Protection Regulation (GDPR) in the European Union has stricter rules about what information can be collected and what can be done with it. Still, the data broker economy thrives.
On the darker side, scammers and thieves use personal information for identity theft and fraud. With enough personal information gathered from enough sources, they can create a high-fidelity profile of their victims. One that gives them enough information to open new accounts in their name.
So, from the standpoint of both privacy and identity, cleaning up your personal information online makes a great deal of sense.
Let’s review some ways you can remove your personal information from data brokers and other sources on the internet.
The process starts with finding the sites that have your information. From there, you can request to have it removed. Yet as mentioned above, there are dozens and dozens of these sites. Knowing where to start is a challenge in of itself, as is manually making the requests once you have identified the sites that post and sell information about you.
Our Personal Data Cleanup can do the work for you. Personal Data Cleanup scans some of the riskiest data broker sites and shows you which ones are selling your personal info. It also provides guidance on how you can remove your data from those sites and can even manage the removal for you depending on your plan. It also monitors those sites, so if your info gets posted again, you can request its removal again.
As of September 2022, Google accounts for just over 92% of search engine market share worldwide. Aside from being a search engine, Google offers a myriad of other services and applications, such as Gmail and Google Maps. While Google offers plenty of tools for productivity, travel, work, and play for free, they still come at a cost—the gathering and analysis of your personal information.
You can limit the data Google associates with you by removing your name from Google search results with a removal request. This will disable anyone online from getting any results if they search your name. (Note that this will not remove your information from the original sites and sources where it’s posted.) Moreover, Google collects all your browsing data continuously. You have the option to turn on “Auto Delete” in your privacy settings to ensure that the data is deleted regularly and help limit the amount of time your sensitive data stays vulnerable.
You can also occasionally delete your cookies or use your browser in incognito mode to prevent websites from being tracked back to you. Go to your Google Chrome settings to clear your browser and cookie history.
As discussed above, data brokers can collect information from public social media profiles. You can minimize your presence on social media to the bare minimum. Make a list of the ones you use or have used in the past. If there are old accounts that you no longer use or websites that have gone by the wayside like Myspace or Tumblr, you may want to deactivate them or consider deleting them entirely.
For social media platforms that you still may use regularly, like Facebook and Instagram, consider adjusting your privacy settings to ensure that your personal information on these social media platforms is the bare minimum. For example, on Facebook you can lock your profile, while on Instagram you can stay private.
If you’ve ever published articles, written blogs, or created any content online, it might be a good time to consider taking it down if it is no longer serving a purpose. Depending on what you’ve posted, you may have shared personal details about your life. Additionally, you might be mentioned by other people in various social media posts, articles, or blogs. It is worth reaching out to these people to request them to take down posts with sensitive information.
Social media and online articles that host your personal information are often used when businesses or hackers are doing “internet scrapes” to find better ways to use your targeted information. Asking your friends or third-party sites to remove that information can help protect your privacy.
Another way you can tidy up your digital footprint online involves deleting all the unnecessary phone apps that you no longer need or use. Even when apps are not open or in use, they may be able to track personal information such as your real-time location and even your payment details if you have a paid subscription to the app.
Some apps even sell this data as it can be extremely advantageous to other companies, which they use to target certain consumer segments and profiles for advertising. Try to share as little information with apps as possible if you’re looking to minimize your online footprint, and provide them access to your photos, contacts, and location only on as-needed basis and only when the app is in use. Your phone’s app and location services settings will give you the tools to do it.
In addition to the steps above, comprehensive online protection software can keep you more private and minimize your risk of cybercrime. It can include:
So while it may seem like all this rampant collecting and selling of personal information is out of your hands, there’s plenty you can do to take control. With the steps outlined above and strong online protection software at your back, you can keep your personal information more private and secure.
The post 5 Steps to Removing Your Personal Information From the Internet appeared first on McAfee Blog.
Whether using the internet for play or work, you want to spend your time online enjoying the peace of mind that comes with having a secure network.
You don’t want to contend with someone taking your personal data — whether it’s credit card information, passwords, or bank account details — via malware or a data breach on your Android, Windows, or Apple iOS device.
Fortunately, with some sensible precautions and simple steps, you can use your connected devices productively without worrying about cybercriminals and malicious software. This article explains how to stop hackers from getting access to your sensitive data.
You can take steps to protect your different computing and mobile devices and operating systems. These steps can be divided into technological solutions and the right awareness and information to provide a comforting measure of self-protection.
It’s like learning karate for self-defense, giving you confidence as you negotiate the wider world (and hoping that you never have to use it).
When it comes to identity protection software, McAfee provides a proven solution with our identity protection and privacy services. The protection includes alerts if your sensitive information is found on the dark web (up to 10 months sooner than other providers), personal data cleanup from sites gathering and selling your information, and an unlimited virtual public network (VPN) service that protects your privacy as you use public Wi-Fi networks.
You’ll also get up to $1 million in identity theft coverage and hands-on restoration support to help you reclaim your identity.
Simple, obvious passwords and passcodes (like your street address, your birthday, your kids’ or pets’ names, or “1234” or “abcd”) are easy for cybercriminals to crack, giving them unwanted access to your private data.
The stronger your password, the better your protection. Some best password practices include:
It’s important not to be a standing target. Just as you should use different passwords for everything, you should regularly change your passwords. You should do this a few times a year (although some cyber experts say this might not be necessary if you have a long and very complicated password).
If you have a number of passwords that you update often, it might be worth getting a password manager like McAfee True Key to keep track of them. Not only will you not be faced with remembering all your different passwords or writing them down (also a no-no), but it can also help you create and store unique passwords.
The software uses the strongest encryption algorithms available to protect your passwords, scrambling them so no one else can access them. It’ll also suggest new passwords and automatically log you into your online accounts with just one master password.
Another important line of defense is multi-factor authentication (sometimes known as two-factor authentication). This system uses a password and a second piece of verification — often an SMS message sent to your Android device or iPhone — to authenticate your identity.
This provides hard-to-beat protection even if a hacker has your password. Besides receiving SMS codes, there are also code-generating apps and physical security keys.
Thinking before you click on an email or text is a very important defense against phishing scams. Your bank won’t send you an email or text notifying you that there’s been suspicious activity on your account.
Does getting a large refund from your phone company sound too good to be true? It is. Similarly, the Internal Revenue Service (IRS) won’t text to tell you that you owe them money, and princes aren’t going to give you a fortune out of the blue.
Internet users beware: If you’re not absolutely certain that the text message you received is from a legitimate and trusted source, delete it. You can always contact the business or person directly to confirm that the message is legit.
Any operating system or app you use is open to malicious cyberattacks. This is why you should keep all your software up to date with the latest versions. Software developers are continually fixing holes in their products and offering cybersecurity patches to make them as safe and hacker-proof as possible.
Make sure your software, firmware, and security settings are up to date on your home’s Wi-Fi router, as well. You can often change your settings to allow for automatic updates.
Sure, who doesn’t like to go to a cafe, library, or hotel lobby to use the free Wi-Fi? But security is often weak in these public networks. If you open your online banking account or access personal information, you may unwittingly be giving a personal invitation to eavesdropping cybercriminals.
This is where the bank-grade level of protection of McAfee Secure VPN comes in, which automatically turns on when you need it and keeps you safe on public Wi-Fi networks.
Even if your device does get hacked, you can protect vital information on your Windows or macOS system with an encryption program like BitLocker or FileVault. You can protect any hard drive you use, including portable ones and USB keys.
It’s also a good idea to only shop at encrypted websites marked with the prefix “HTTPS” in their URLs.
One of the best ways to surf the web in comfort while keeping hackers at bay is with the comprehensive solutions provided by McAfee Total Protection.
Your protection includes proactive measures (meaning we’ll guide you to the best choices for prevention), early detection, and expert identity theft support.
This means you’ll get identity monitoring, up to $1 million in identity theft coverage, lost wallet protection, premium antivirus software, a secure VPN, and personal data removal. In particular, our Personal Data Cleanup service will help find and remove your personal information from data broker websites and people search sites.
With McAfee, you don’t have to be afraid of hackers. Let us deal with them.
The post How to Stay One Step Ahead of Hackers appeared first on McAfee Blog.
Private tech companies gather tremendous amounts of user data. These companies can afford to let you use social media platforms free of charge because it’s paid for by your data, attention, and time.
Big tech derives most of its profits by selling your attention to advertisers — a well-known business model. Various documentaries (like Netflix’s “The Social Dilemma”) have attempted to get to the bottom of the complex algorithms that big tech companies employ to mine and analyze user data for the benefit of third-party advertisers.
This article will help you better understand what information is being collected by tech companies, how it’s being used, and how you can protect your privacy online.
Tech companies benefit from personal information by being able to provide personalized ads. When you click “yes” at the end of a terms and conditions agreement found on some web pages, you may be allowing the companies to collect the following data:
For someone unfamiliar with privacy issues, it is important to understand the extent of big tech’s tracking and data collection. Once these companies collect data, all this information can be supplied to third-party businesses or used to improve user experience.
The problem with this is that big tech has blurred the line between collecting customer data and violating user privacy in some cases. While tracking what content you interact with can be justified under the garb of personalizing the content you see, big tech platforms have been known to go too far. Prominent social networks like Facebook and LinkedIn have faced past legal trouble for accessing personal user data like private messages and saved photos.
The information you provide helps build an accurate character profile and turns it into knowledge that gives actionable insights to businesses. Private data usage can be classified into three cases: selling it to data brokers, using it to improve marketing, or enhancing customer experience.
Along with big data, another industry has seen rapid growth: data brokers. Data brokers buy, analyze, and package your data. Companies that collect large amounts of data on their users stand to profit from this service. Selling data to brokers is an important revenue stream for big tech companies.
Advertisers and businesses benefit from increased information on their consumers, creating a high demand for your information. The problem here is that companies like Facebook and Alphabet (Google’s parent company) have been known to mine massive amounts of user data for the sake of their advertisers.
Marketing can be highly personalized thanks to the availability of large amounts of consumer data. Tracking your response to marketing campaigns can help businesses alter or improve certain aspects of their campaign to drive better results.
The problem is that most AI-based algorithms are incapable of assessing when they should stop collecting or using your information. After a point, users run the risk of being constantly subjected to intrusive ads and other unconsented marketing campaigns that pop up frequently.
Analyzing consumer behavior through reviews, feedback, and recommendations can help improve customer experience. Businesses have access to various facets of data that can be analyzed to show them how to meet consumer demands. This could help improve any part of a consumer’s interaction with the company, from designing special offers and discounts to improving customer relationships.
For most social media platforms, the goal is to curate a personalized feed that appeals to the users and allows them to spend more time on the app. When left unmonitored, the powerful algorithms behind these social media platforms can repeatedly subject you to the same kind of content from different creators.
Here are the big tech companies that collect and mine the most user data.
Users need a comprehensive data privacy solution to tackle the rampant, large-scale data mining carried out by big tech platforms. While targeted advertisements and easily found items are beneficial, many of these companies collect and mine user data through several channels simultaneously, exploiting them in many different ways.
It’s important to make sure your personal information is protected. Protection solutions like McAfee’s Personal Data Cleanup feature can help. With this feature, our teams scour the web for traces of your personal information and assist in getting it removed to enhance your online privacy.
McAfee’s Total Protection provides antivirus software for all of your digital devices and a secure VPN connection to avoid exposure to malicious third parties while browsing the internet. Our identity monitoring and personal data removal solutions further remove gaps in your devices’ security systems.
With our airtight data protection and custom guidance (complete with a protection score for each platform and tips to keep you safer), you can be sure that your internet identity is protected.
The post What Personal Data Do Companies Track? appeared first on McAfee Blog.
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