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Exposure Assessment Platforms Signal a Shift in Focus

Exposure Assessment Platforms Signal a Shift in Focus

Jan 21, 2026 Vulnerability Management / Threat Modeling
Gartner® doesn’t create new categories lightly. Generally speaking, a new acronym only emerges when the industry's collective "to-do list" has become mathematically impossible to complete. And so it seems that the introduction of the Exposure Assessment Platforms (EAP) category is a formal admission that traditional Vulnerability Management (VM) is no longer a viable way to secure a modern enterprise. The shift from the traditional Market Guide for Vulnerability Assessment to the new Magic Quadrant for EAPs represents a move away from the "vulnerability hose", i.e., the endless stream of CVEs, and toward a model of Continuous Threat Exposure Management (CTEM) . To us, this is more than just a change in terminology; it is an attempt to solve the "Dead End" paradox that has plagued security teams for a decade. In the inaugural Magic Quadrant report of this category, Gartner evaluated 20 vendors for their ability to support continuous discovery, ris...
Chainlit AI Framework Flaws Enable Data Theft via File Read and SSRF Bugs

Chainlit AI Framework Flaws Enable Data Theft via File Read and SSRF Bugs

Jan 21, 2026 Vulnerability / Artificial Intelligence
Security vulnerabilities were uncovered in the popular open-source artificial intelligence (AI) framework Chainlit that could allow attackers to steal sensitive data, which may allow for lateral movement within a susceptible organization. Zafran Security said the high-severity flaws, collectively dubbed ChainLeak , could be abused to leak cloud environment API keys and steal sensitive files, or perform server-side request forgery (SSRF) attacks against servers hosting AI applications. Chainlit is a framework for creating conversational chatbots. According to statistics shared by the Python Software Foundation, the package has been downloaded over 220,000 times over the past week. It has attracted a total of 7.3 million downloads to date. Details of the two vulnerabilities are as follows - CVE-2026-22218 (CVSS score: 7.1) - An arbitrary file read vulnerability in the "/project/element" update flow that allows an authenticated attacker to access the contents of any ...
VoidLink Linux Malware Framework Built with AI Assistance Reaches 88,000 Lines of Code

VoidLink Linux Malware Framework Built with AI Assistance Reaches 88,000 Lines of Code

Jan 21, 2026 Artificial Intelligence / Cybercrime
The recently discovered sophisticated Linux malware framework known as VoidLink is assessed to have been developed by a single person with assistance from an artificial intelligence (AI) model. That's according to new findings from Check Point Research, which identified operational security blunders by malware's author that provided clues to its developmental origins. The latest insight makes VoidLink one of the first instances of an advanced malware largely generated using AI. "These materials provide clear evidence that the malware was produced predominantly through AI-driven development, reaching a first functional implant in under a week," the cybersecurity company said, adding it reached more than 88,000 lines of code by early December 2025. VoidLink, first publicly documented last week, is a feature-rich malware framework written in Zig that's specifically designed for long-term, stealthy access to Linux-based cloud environments. The malware is said...
cyber security

AI Says the Homework Is Done. A Forensic Examiner Checks It Anyway.

websiteSANS InstituteAI Security / Training
SANS Fellow Heather Barnhart on validating AI findings in DFIR, and the training that builds the skill.
cyber security

Know Your Enemy: The Attacker Toolkits Getting Past Security Controls

websitePush SecurityPhishing / Enterprise Security
Find out which toolkits bypass controls to reach your users most often. Join the webinar, Dec 2nd.
LastPass Warns of Fake Maintenance Messages Targeting Users’ Master Passwords

LastPass Warns of Fake Maintenance Messages Targeting Users’ Master Passwords

Jan 21, 2026 Email Security / Malware
LastPass is alerting users to a new active phishing campaign that's impersonating the password management service, which aims to trick users into giving up their master passwords. The campaign, which began on or around January 19, 2026, involves sending phishing emails claiming upcoming maintenance and urging them to create a local backup of their password vaults in the next 24 hours. The messages, LastPass said, come with the following subject lines - LastPass Infrastructure Update: Secure Your Vault Now Your Data, Your Protection: Create a Backup Before Maintenance Don't Miss Out: Backup Your Vault Before Maintenance Important: LastPass Maintenance & Your Vault Security Protect Your Passwords: Backup Your Vault (24-Hour Window) The emails are designed to steer unsuspecting users to a phishing site ("group-content-gen2.s3.eu-west-3.amazonaws[.]com/5yaVgx51ZzGf") that then redirects to the domain " mail-lastpass[.]com ." The company emphasiz...
CERT/CC Warns binary-parser Bug Allows Node.js Privilege-Level Code Execution

CERT/CC Warns binary-parser Bug Allows Node.js Privilege-Level Code Execution

Jan 21, 2026 Open Source / Vulnerability
A security vulnerability has been disclosed in the popular binary-parser npm library that, if successfully exploited, could result in the execution of arbitrary JavaScript. The vulnerability, tracked as CVE-2026-1245 (CVSS score: 6.5), affects all versions of the module prior to version 2.3.0 , which addresses the issue. Patches for the flaw were released on November 26, 2025. Binary-parser is a widely used parser builder for JavaScript that allows developers to parse binary data. It supports a wide range of common data types, including integers, floating-point values, strings, and arrays. The package attracts approximately 13,000 downloads on a weekly basis. According to an advisory released by the CERT Coordination Center (CERT/CC), the vulnerability has to do with a lack of sanitization of user-supplied values, such as parser field names and encoding parameters, when the JavaScript parser code is dynamically generated at runtime using the "Function" constructor. ...
North Korea-Linked Hackers Target Developers via Malicious VS Code Projects

North Korea-Linked Hackers Target Developers via Malicious VS Code Projects

Jan 20, 2026 Cyber Espionage / Malware
The North Korean threat actors associated with the long-running Contagious Interview campaign have been observed using malicious Microsoft Visual Studio Code (VS Code) projects as lures to deliver a backdoor on compromised endpoints. The latest finding demonstrates continued evolution of the new tactic that was first discovered in December 2025, Jamf Threat Labs said. "This activity involved the deployment of a backdoor implant that provides remote code execution capabilities on the victim system," security researcher Thijs Xhaflaire said in a report shared with The Hacker News. First disclosed by OpenSourceMalware last month, the attack essentially involves instructing prospective targets to clone a repository on GitHub, GitLab, or Bitbucket, and launch the project in VS Code as part of a supposed job assessment. The end goal of these efforts is to abuse VS Code task configuration files to execute malicious payloads staged on Vercel domains, depending on the oper...
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