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How to Achieve the Best Risk-Based Alerting (Bye-Bye SIEM)

By The Hacker News
Did you know that Network Detection and Response (NDR) has become the most effective technology to detect cyber threats? In contrast to SIEM, NDR offers adaptive cybersecurity with reduced false alerts and efficient threat response. Are you aware of Network Detection and Response (NDR) and how it’s become the most effective technology to detect cyber threats?  NDR massively

Google Open Sources Magika: AI-Powered File Identification Tool

By Newsroom
Google has announced that it's open-sourcing Magika, an artificial intelligence (AI)-powered tool to identify file types, to help defenders accurately detect binary and textual file types. "Magika outperforms conventional file identification methods providing an overall 30% accuracy boost and up to 95% higher precision on traditionally hard to identify, but potentially problematic content

Riding the AI Waves: The Rise of Artificial Intelligence to Combat Cyber Threats

By The Hacker News
In nearly every segment of our lives, AI (artificial intelligence) now makes a significant impact: It can deliver better healthcare diagnoses and treatments; detect and reduce the risk of financial fraud; improve inventory management; and serve up the right recommendation for a streaming movie on Friday night. However, one can also make a strong case that some of AI’s most significant impacts

TensorFlow CI/CD Flaw Exposed Supply Chain to Poisoning Attacks

By Newsroom
Continuous integration and continuous delivery (CI/CD) misconfigurations discovered in the open-source TensorFlow machine learning framework could have been exploited to orchestrate supply chain attacks. The misconfigurations could be abused by an attacker to "conduct a supply chain compromise of TensorFlow releases on GitHub and PyPi by compromising TensorFlow's build agents via

This Free Discovery Tool Finds and Mitigates AI-SaaS Risks

By The Hacker News
Wing Security announced today that it now offers free discovery and a paid tier for automated control over thousands of AI and AI-powered SaaS applications. This will allow companies to better protect their intellectual property (IP) and data against the growing and evolving risks of AI usage. SaaS applications seem to be multiplying by the day, and so does their integration of AI

Getting off the Attack Surface Hamster Wheel: Identity Can Help

By The Hacker News
IT professionals have developed a sophisticated understanding of the enterprise attack surface – what it is, how to quantify it and how to manage it.  The process is simple: begin by thoroughly assessing the attack surface, encompassing the entire IT environment. Identify all potential entry and exit points where unauthorized access could occur. Strengthen these vulnerable points using

New Go-Based JaskaGO Malware Targeting Windows and macOS Systems

By Newsroom
A new Go-based information stealer malware called JaskaGO has emerged as the latest cross-platform threat to infiltrate both Windows and Apple macOS systems. AT&T Alien Labs, which made the discovery, said the malware is "equipped with an extensive array of commands from its command-and-control (C&C) server." Artifacts designed for macOS were first observed in July

Google Unveils RETVec - Gmail's New Defense Against Spam and Malicious Emails

By Newsroom
Google has revealed a new multilingual text vectorizer called RETVec (short for Resilient and Efficient Text Vectorizer) to help detect potentially harmful content such as spam and malicious emails in Gmail. "RETVec is trained to be resilient against character-level manipulations including insertion, deletion, typos, homoglyphs, LEET substitution, and more," according to the&

U.S., U.K., and Global Partners Release Secure AI System Development Guidelines

By Newsroom
The U.K. and U.S., along with international partners from 16 other countries, have released new guidelines for the development of secure artificial intelligence (AI) systems. "The approach prioritizes ownership of security outcomes for customers, embraces radical transparency and accountability, and establishes organizational structures where secure design is a top priority," the U.S.

CacheWarp Attack: New Vulnerability in AMD SEV Exposes Encrypted VMs

By Newsroom
A group of academics has disclosed a new "software fault attack" on AMD's Secure Encrypted Virtualization (SEV) technology that could be potentially exploited by threat actors to infiltrate encrypted virtual machines (VMs) and even perform privilege escalation. The attack has been codenamed CacheWarp (CVE-2023-20592) by researchers from the CISPA Helmholtz Center for Information Security and the

Predictive AI in Cybersecurity: Outcomes Demonstrate All AI is Not Created Equally

By The Hacker News
Here is what matters most when it comes to artificial intelligence (AI) in cybersecurity: Outcomes.  As the threat landscape evolves and generative AI is added to the toolsets available to defenders and attackers alike, evaluating the relative effectiveness of various AI-based security offerings is increasingly important — and difficult. Asking the right questions can help you spot solutions

The Dangerous Mystery of Hamas’ Missing ‘Suicide Drones’

By Justin Ling
Hamas has long touted its military drones, but little is known about the true scale of the threat. The answer may have consequences for people on both sides of the Israel-Gaza border.

Microsoft Warns of Cyber Attacks Attempting to Breach Cloud via SQL Server Instance

By Newsroom
Microsoft has detailed a new campaign in which attackers unsuccessfully attempted to move laterally to a cloud environment through an SQL Server instance. "The attackers initially exploited a SQL injection vulnerability in an application within the target's environment," security researchers Sunders Bruskin, Hagai Ran Kestenberg, and Fady Nasereldeen said in a Tuesday report. "This allowed the

New AMBERSQUID Cryptojacking Operation Targets Uncommon AWS Services

By THN
A novel cloud-native cryptojacking operation has set its eyes on uncommon Amazon Web Services (AWS) offerings such as AWS Amplify, AWS Fargate, and Amazon SageMaker to illicitly mine cryptocurrency. The malicious cyber activity has been codenamed AMBERSQUID by cloud and container security firm Sysdig. "The AMBERSQUID operation was able to exploit cloud services without triggering the AWS

Everything You Wanted to Know About AI Security but Were Afraid to Ask

By The Hacker News
There’s been a great deal of AI hype recently, but that doesn’t mean the robots are here to replace us. This article sets the record straight and explains how businesses should approach AI. From musing about self-driving cars to fearing AI bots that could destroy the world, there has been a great deal of AI hype in the past few years. AI has captured our imaginations, dreams, and occasionally,

Learn How Your Business Data Can Amplify Your AI/ML Threat Detection Capabilities

By The Hacker News
In today's digital landscape, your business data is more than just numbers—it's a powerhouse. Imagine leveraging this data not only for profit but also for enhanced AI and Machine Learning (ML) threat detection. For companies like Comcast, this isn't a dream. It's reality. Your business comprehends its risks, vulnerabilities, and the unique environment in which it operates. No generic,

Unveiling the Unseen: Identifying Data Exfiltration with Machine Learning

By The Hacker News
Why Data Exfiltration Detection is Paramount? The world is witnessing an exponential rise in ransomware and data theft employed to extort companies. At the same time, the industry faces numerous critical vulnerabilities in database software and company websites. This evolution paints a dire picture of data exposure and exfiltration that every security leader and team is grappling with. This

Italian Watchdog Bans OpenAI's ChatGPT Over Data Protection Concerns

By Ravie Lakshmanan
The Italian data protection watchdog, Garante per la Protezione dei Dati Personali (aka Garante), has imposed a temporary ban of OpenAI's ChatGPT service in the country, citing data protection concerns. To that end, it has ordered the company to stop processing users' data with immediate effect, stating it intends to investigate the company over whether it's unlawfully processing such data in

Microsoft Introduces GPT-4 AI-Powered Security Copilot Tool to Empower Defenders

By Ravie Lakshmanan
Microsoft on Tuesday unveiled Security Copilot in limited preview, marking its continued quest to embed AI-oriented features in an attempt to offer "end-to-end defense at machine speed and scale." Powered by OpenAI's GPT-4 generative AI and its own security-specific model, it's billed as a security analysis tool that enables cybersecurity analysts to quickly respond to threats, process signals,

The Future of Network Security: Predictive Analytics and ML-Driven Solutions

By The Hacker News
As the digital age evolves and continues to shape the business landscape, corporate networks have become increasingly complex and distributed. The amount of data a company collects to detect malicious behaviour constantly increases, making it challenging to detect deceptive and unknown attack patterns and the so-called "needle in the haystack". With a growing number of cybersecurity threats,

PyTorch: Machine Learning toolkit pwned from Christmas to New Year

By Paul Ducklin
The bad news: the crooks have your SSH private keys. The good news: only users of the "nightly" build were affected.

PyTorch Machine Learning Framework Compromised with Malicious Dependency

By Ravie Lakshmanan
The maintainers of the PyTorch package have warned users who have installed the nightly builds of the library between December 25, 2022, and December 30, 2022, to uninstall and download the latest versions following a dependency confusion attack. "PyTorch-nightly Linux packages installed via pip during that time installed a dependency, torchtriton, which was compromised on the Python Package

Critical Flaw Reported in Move Virtual Machine Powering the Aptos Blockchain Network

By Ravie Lakshmanan
Researchers have disclosed details about a now-patched critical flaw in the Move virtual machine that powers the Aptos blockchain network. The vulnerability "can cause Aptos nodes to crash and cause denial of service," Singapore-based Numen Cyber Labs said in a technical write-up published earlier this month. Aptos is a new entrant to the blockchain space, which launched its mainnet on October

Move over Patch Tuesday – it’s Ada Lovelace Day!

By Paul Ducklin
Hacking on actual computers is one thing, but hacking purposefully on imaginary computers is, these days, something we can only imagine.

Our Responsible Approach to Governing Artificial Intelligence

By Anurag Dhingra

GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.


Chief Information Officers and other technology decision makers continuously seek new and better ways to evaluate and manage their investments in innovation – especially the technologies that may create consequential decisions that impact human rights. As Artificial Intelligence (AI) becomes more prominent in vendor offerings, there is an increasing need to identify, manage, and mitigate the unique risks that AI-based technologies may bring.

Cisco is committed to maintaining a responsible, fair, and reflective approach to the governance, implementation, and use of AI technologies in our solutions. The Cisco Responsible AI initiative maximizes the potential benefits of AI while mitigating bias or inappropriate use of these technologies.

Gartner® Research recently published “Innovation Insight for Bias Detection/Mitigation, Explainable AI and Interpretable AI,” offering guidance on the best ways to incorporate AI-based solutions that facilitates “understanding, trust and performance accountability required by stakeholders.” This newsletter describes Cisco’s approach to Responsible AI governance and features this Gartner report.

Gartner - Introducing Cisco Responsible AI - August 2022

At Cisco, we are committed to managing AI development in a way that augments our focus on security, privacy, and human rights. The Cisco Responsible AI initiative and framework governs the application of responsible AI controls in our product development lifecycle, how we manage incidents that arise, engage externally, and its use across Cisco’s solutions, services, and enterprise operations.

Our Responsible AI framework comprises:

  • Guidance and Oversight by a committee of senior executives across Cisco businesses, engineering, and operations to drive adoption and guide leaders and developers on issues, technologies, processes, and practices related to AI
  • Lightweight Controls implemented within Cisco’s Secure Development Lifecycle compliance framework, including unique AI requirements
  • Incident Management that extends Cisco’s existing Incident Response system with a small team that reviews, responds, and works with engineering to resolve AI-related incidents
  • Industry Leadership to proactively engage, monitor, and influence industry associations and related bodies for emerging Responsible AI standards
  • External Engagement with governments to understand global perspectives on AI’s benefits and risks, and monitor, analyze, and influence legislation, emerging policy, and regulations affecting AI in all Cisco markets.

We base our Responsible AI initiative on principles consistent with Cisco’s operating practices and directly applicable to the governance of AI innovation. These principles—Transparency, Fairness, Accountability, Privacy, Security, and Reliability—are used to upskill our development teams to map to controls in the Cisco Secure Development Lifecycle and embed Security by Design, Privacy by Design, and Human Rights by Design in our solutions. And our principle-based approach empowers customers to take part in a continuous feedback cycle that informs our development process.

We strive to meet the highest standards of these principles when developing, deploying, and operating AI-based solutions to respect human rights, encourage innovation, and serve Cisco’s purpose to power an inclusive future for all.

Check out Gartner recommendations for integrating AI into an organization’s data systems in this Newsletter and learn more about Cisco’s approach to Responsible Innovation by reading our introduction “Transparency Is Key: Introducing Cisco Responsible AI.”


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How to Combat the Biggest Security Risks Posed by Machine Identities

By The Hacker News
The rise of DevOps culture in enterprises has accelerated product delivery timelines. Automation undoubtedly has its advantages. However, containerization and the rise of cloud software development are exposing organizations to a sprawling new attack surface. Machine identities vastly outnumber human ones in enterprises these days. Indeed, the rise of machine identities is creating cybersecurity

Cloud-based Cryptocurrency Miners Targeting GitHub Actions and Azure VMs

By Ravie Lakshmanan
GitHub Actions and Azure virtual machines (VMs) are being leveraged for cloud-based cryptocurrency mining, indicating sustained attempts on the part of malicious actors to target cloud resources for illicit purposes. "Attackers can abuse the runners or servers provided by GitHub to run an organization's pipelines and automation by maliciously downloading and installing their own cryptocurrency

The Race to Hide Your Voice

By Matt Burgess
Voice recognition—and data collection—have boomed in recent years. Researchers are figuring out how to protect your privacy.

Cisco Issues Patches for 3 New Flaws Affecting Enterprise NFVIS Software

By Ravie Lakshmanan
Cisco Systems on Wednesday shipped security patches to contain three flaws impacting its Enterprise NFV Infrastructure Software (NFVIS) that could permit an attacker to fully compromise and take control over the hosts. Tracked as CVE-2022-20777, CVE-2022-20779, and CVE-2022-20780, the vulnerabilities "could allow an attacker to escape from the guest virtual machine (VM) to the host machine,

Sophos 2022 Threat Report: Malware, Mobile, Machine learning and more!

By Paul Ducklin
The crooks have shown that they're willing to learn and adapt their attacks, so we need to make sure we learn and adapt, too.

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