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McAfee’s Scam Detector Named Webby Awards Finalist for AI Innovation

We’re excited to share that McAfee’s Scam Detector has been named a finalist in the 2026 Webby Awards. 

Recognized in the AI Experiences & Applications – Consumer Application category and named a Webby Honoree for Best Use of AI & Machine Learning, Scam Detector is being acknowledged for its effectiveness as an AI-driven consumer tool. 

This recognition of Scam Detector validates something key in research findings. According to McAfee’s 2026 State of the Scamiverse report, Americans now spend 114 hours a year trying to decide what’s real and what’s fake online. 

Scam Detector was built with this era of uncertainty in mind, designed to help people cut through confusion and identify scams as they appear. The Webby recognition reinforces to us that McAfee’s Scam Detector is doing exactly that. 

What Are the Webby Awards? 

The Webby Awards are presented by the International Academy of Digital Arts & Sciences and recognize excellence across the internet, including apps, software, AI, and digital experiences. 

Each year, thousands of entries are evaluated, with finalists representing the top work in their category globally. 

In addition to judged awards, the Webby Awards include a People’s Voice Award, which is decided by public vote. 

How McAfee’s Scam Detector Uses AI to Stop Scams 

Scam Detector is designed to help people identify scams where they’re most likely to happen, always ready to help you spot what’s real and what’s not when you least expect it. 

It uses AI to analyze and flag suspicious: 

  • Text messages and emails  
  • Links and websites  
  • QR codes  
  • Social media messages  
  • AI-generated and deepfake content  

Beyond detection, Scam Detector explains why something was flagged as risky. That transparency helps show how decisions are made, so people can quickly understand the risk and feel more confident trusting what’s flagged.

As scams become more personalized and harder to detect, this combination of automatic detection and clear guidance is critical to preventing financial loss and identity theft. 

Vote for McAfee’s Scam Detector 

Scam Detector is eligible for the Webby People’s Voice Award, which is decided by public vote. 

If you would like to support McAfee’s Scam Detector, you can vote here: https://vote.webbyawards.com/PublicVoting#/2026/ai/ai-experiences-applications/consumer-application 

Voting is open through Thursday, April 16 at 11:59 pm PDT. 

Winners will be announced on April 21, 2026. 

And a big thank you to the McAfee teams who brought Scam Detector to life and who continuously improve how Scam Detector identifies new threats and adapts to the evolving world of AI-driven scams. 

The post McAfee’s Scam Detector Named Webby Awards Finalist for AI Innovation appeared first on McAfee Blog.

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Meta Pauses Work With Mercor After Data Breach Puts AI Industry Secrets at Risk

Major AI labs are investigating a security incident that impacted Mercor, a leading data vendor. The incident could have exposed key data about how they train AI models.

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Oklahoma Tax Breach and FBI Impersonation Scam: This Week in Scams

Suspects wanted by the FBI

A tax system breach in Oklahoma is putting highly sensitive personal information at risk. And unfortunately, this is exactly the kind of situation scammers love to exploit. 

Hackers reportedly accessed W-2 and 1099 files through Oklahoma’s online tax portal, according to state officials, exposing the kind of information that can open the door to tax fraud, identity theft, and highly targeted phishing attempts. 

Before the follow-up scams start rolling in, this is the kind of moment where layered protection matters. McAfee+ Advanced includes identity monitoring and data cleansup that can help alert you if your personal information starts circulating where it shouldn’t, and Scam Detector can flag suspicious messages if scammers try to use this breach as a hook. 

What Happened in Oklahoma 

According to a statement by the Oklahoma Tax Commission and reported by KOCO News 5, a local ABC affiliate, suspicious activity inside the state’s Oklahoma Taxpayer Access Point system was identified in December 2025. The agency says impacted individuals have been notified directly by mail, and complimentary credit monitoring and fraud assistance are being offered. 

When W-2s, 1099s, Social Security numbers, and tax-related records are exposed, scammers can use that information to: 

  • File fraudulent tax returns  
  • Try to open new accounts  
  • Build phishing emails or texts that feel unusually real  

Either way, the goal is the same: use real information to make the next scam more believable. 

Red Flags of a Scam After a Breach Like This 

The breach itself is real. But what often follows is a second wave of scams pretending to help. 

Watch For: 

  • Emails or texts about your “tax account” that create urgency  
  • Messages asking you to verify personal information  
  • Fake alerts about refunds, filings, or suspicious activity  
  • Links telling you to log in and “secure” your account  

That’s where people can get hit twice: once by the breach, and again by the scam that follows it. 

What To Do If You’re Impacted 

First, don’t panic. Then: 

  • Take advantage of any free credit monitoring or fraud assistance being offered  
  • Monitor your bank accounts, tax records, and credit reports closely  
  • Consider placing a fraud alert or credit freeze if needed  
  • Be extra careful with any message referencing taxes, refunds, or account access 
  • Go directly to official sites instead of clicking links in emails or texts  

And that, my friends, is scam number one in this week’s This Week in Scams. 

Let’s get into what else is on our radar. 

The FBI Impersonation Scam Showing Up Across the U.S. 

Scammers pretending to be federal agents are making the rounds across the country, and this one is built to make people panic fast. 

Field offices, including Chicago and Houston, are warning the public about fraudsters posing as FBI agents in calls, texts, and emails. In some cases, the scammers claim you’re connected to an investigation. In others, they say you’re a victim of fraud and need to act immediately to protect yourself. 

Sometimes they do not stop there. They may also pretend to be bank employees working alongside the FBI, all to make the story feel more convincing and get access to your money or personal information. 

Suspects wanted by the FBI
The FBI has shared images of these suspects pretending to be agents. If you are contacted by these officials, report it to the FBI.

Why This Scam Works

This scam plays on the same pressure tactics we’ve seen over and over again: authority, urgency, and confusion. 

If someone claims to be a federal agent, many people freeze up and assume they need to cooperate immediately. That’s exactly what scammers are counting on. 

The FBI has been clear about this: federal law enforcement will not ask you for money or sensitive personal information over the phone, by text, or by email. 

The Red Flags in This Message

  • Unsolicited outreach from someone claiming to be federal law enforcement  
  • Pressure to act immediately  
  • Requests for money, gift cards, prepaid cards, or personal information  
  • Instructions to keep the conversation secret  
  • Stories involving a bank “working with” the FBI  

If it feels dramatic, high-pressure, and just a little off, trust that instinct. 

What To Do if You Get One Of These Messages

  • Do not respond  
  • Do not send money or share personal information  
  • Contact the agency directly using publicly listed contact information  
  • Save the message for your records  
  • Report it to the FBI: 1-800-CALL-FBI (225-5324), or online at tips.fbi.gov.

This is also exactly the kind of message McAfee’s Scam Detector is built to flag before you get pulled in. 

How McAfee Helps You Stay Ahead of Scams and Breaches 

McAfee+ Advanced gives you multiple layers working together so you are not left figuring it out after the damage is done: 

  • Identity Monitoring alerts you if your personal info shows up where it should not, so you can act fast
  • Personal Data Cleanup helps remove your information from data broker sites, making you harder to target in the first place
  • Scam Detector flags suspicious texts, emails, links, and even deepfake videos before you engage
  • Safe Browsing helps block risky sites if you do click
  • Device Security helps detect malicious apps or downloads
  • Secure VPN keeps your data private, especially on public Wi-Fi  

This kind of layered protection is critical in cases like ghost student scams, where the first sign of fraud often comes after financial damage has already happened. 

Safety tips to carry into next week 

  • Be extra cautious after any real breach makes headlines  
  • Do not trust unsolicited messages just because they reference real institutions  
  • Never send money to someone claiming to be law enforcement  
  • Go directly to official websites instead of clicking links  
  • Use tools that flag suspicious messages in real time so you do not have to guess 

The reality is, scams are getting better at looking official. 

You should not have to be an expert to spot them. That’s why McAfee is here to help. We’re Safer Together.

We’ll be back next week with more scams making headlines. 

The post Oklahoma Tax Breach and FBI Impersonation Scam: This Week in Scams appeared first on McAfee Blog.

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Why Was My Tax Refund Intercepted? The “Ghost Student” Scam Explained

Rob J., 31, an internal auditor in California, thought he was doing everything right this tax season. He filed his return as usual, even early, and expected a state refund just short of $400. 

Instead, he got a letter saying the state had taken it. 

The notice from the California Franchise Tax Board said his refund had been intercepted to pay a debt owed to a local community college. 

There was just one problem: Rob had never attended that school. 

“How could the state be taking my tax refund to pay a debt to a community college I’ve never attended?” he told us at McAfee. “I immediately knew something was wrong.” 

“I started researching and came across the term ‘ghost student,’ and that’s when it clicked. Someone had used my identity to enroll in a college like they were me.” 

How McAfee+ Advanced Helps Protect You from Identity Theft  

Scams like this do not start with a suspicious text or email. They start with your data being exposed somewhere you cannot see. 

That is why protection has to go beyond one moment and cover the full lifecycle of identity theft. 

McAfee+ Advanced gives you multiple layers working together so you are not left figuring it out after the damage is done: 

  • Identity Monitoring alerts you if your personal info shows up where it should not, so you can act fast
  • Personal Data Cleanup helps remove your information from data broker sites, making you harder to target in the first place
  • Scam Detector flags suspicious texts, emails, links, and even deepfake videos before you engage
  • Safe Browsing helps block risky sites if you do click
  • Device Security helps detect malicious apps or downloads
  • Secure VPN keeps your data private, especially on public Wi-Fi  

This kind of layered protection is critical in cases like ghost student scams, where the first sign of fraud often comes after financial damage has already happened. 

What Is a Ghost Student Scam? 

A ghost student scam is a form of identity theft where someone uses your stolen personal information, often your Social Security number, to enroll in a college or university under your name. 

The scammer is not trying to attend school. They are trying to use your identity to access financial aid, create accounts, or generate funds tied to a real person. 

In many cases, the victim has no idea anything happened until the consequences show up later, such as a tax refund being taken, a debt appearing, or a loan being opened in their name. 

That is exactly what happened to Rob. 

“I started researching and came across the term ‘ghost student,’ and that’s when it clicked,” he said. “Someone had used my identity to enroll in a college like they were me.”  

How Ghost Student Scams Happen 

These scams typically follow a predictable pattern, even if the victim does not see it happening in real time: 

Stage  What happens  Why it matters 
Data exposure  Your personal information is leaked in a data breach or collected from data broker sites  Scammers get the core details they need to impersonate you 
Identity misuse  Your information is used to apply to colleges or financial aid programs  The scam is tied to your real identity, not a fake one 
Enrollment activity  Fake students may enroll just long enough to access funds or create accounts  This helps scammers avoid early detection 
Financial impact  Debts, balances, or aid obligations are created in your name  You become financially responsible on paper 
Discovery  You find out later through a notice, refund interception, or account alert  By this point, damage has already been done 

In Rob’s case, the starting point was a data breach the year before. His Social Security number had been exposed, but he had not frozen his credit. 

Someone used that information to enroll at Pasadena City College. When the balance went unpaid, the state redirected his tax refund to cover it. 

“Despite Being the Victim, I’m Trying to Prove My Identity” 

Once Rob realized what happened, he moved quickly. He froze his credit, set up identity monitoring, filed a police report, and began working with the college to prove he was not the student. 

He says the process has been slow and frustrating. 

“I’ve spent hours on the phone trying to fix this… I’m exhausted,” he said. “Despite being the victim I am the one dealing with the consequences and trying to prove my identity to the same institution that let a fake me register.”  

When he contacted campus police, he learned something else: “this has been happening to other people too.” 

Why Ghost Student Scams Are Increasing 

Ghost student scams are part of a broader shift in how identity theft works. 

Instead of quick-hit fraud like a stolen credit card, scammers are using real identities to create more complex, longer-term opportunities for financial gain. 

In higher education, that can include: 

  • Enrolling fake students using stolen identities  
  • Accessing financial aid  
  • Holding seats in classes long enough to collect funds  

This trend has already affected thousands of suspected cases across education systems and continues to grow as scammers scale their tactics  

What to Do If Your Identity Is Used in a Ghost Student Scam 

If something like this happens, speed matters: 

  • Freeze your credit with all three bureaus  
  • Check your FAFSA and student loan records  
  • Contact the school and dispute the enrollment  
  • File a police report  
  • Set up identity monitoring and alerts  
  • Remove your personal information from data broker sites  

These steps help contain the damage, but they are reactive. The goal is to catch exposure earlier. McAfee+ Advanced can help you with freezing your credit, ongoing identity monitoring, and data removal from the dark web. 

How Rob’s Story Ends: ‘I’m Waiting for the Other Shoe to Drop’ 

Rob has confirmed there are no federal loans in his name, but the situation is not fully resolved. 

“I still feel like I’m waiting for the other shoe to drop,” he said.  

That uncertainty is part of what makes identity theft so difficult. You are often reacting to something that started months or even years earlier. Rob said he currently has an outstanding police report and is in the process of getting his refund reclaimed.  

How to Stay Ahead of Identity Theft Like This 

Ghost student scams work because they operate quietly, using real data in systems most people are not actively watching. That is where ongoing protection matters. 

McAfee+ Advanced helps close those gaps by: 

  • Alerting you early when your personal data appears on the dark web or in risky environments  
  • Reducing your exposure by removing your data from broker sites that scammers rely on  
  • Blocking scam entry points across texts, emails, links, and deepfakes  
  • Protecting your devices and connections so attackers have fewer ways in  

Because the goal is not just to respond to identity theft, it’s to catch the signals early enough that someone cannot become a “student” in your name in the first place. 

The post Why Was My Tax Refund Intercepted? The “Ghost Student” Scam Explained appeared first on McAfee Blog.

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