Argus: Reorchestrating Static Analysis Via a Multi-Agent Ensemble for Full-Chain Security Vulnerability Detection

Recent advancements in Large Language Models LLMs have sparked interest in their application to Static Application Security Testing SAST, primarily due to their superior contextual reasoning capabilities compared to traditional symbolic or rule-based methods. However, existing LLM-based approache...

A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection

Open-source libraries are widely used in modern software development, introducing significant security vulnerabilities. While static analysis tools can identify potential vulnerabilities at scale, they often generate overwhelming reports with high false positive rates. Automated Exploit Generatio...

Microsoft and Adobe Patch Tuesday, March 2026 Security Update Review

Microsoft has rolled out its March 2026 Patch Tuesday updates, delivering a fresh batch of security fixes designed to keep Windows environments protected from emerging threats. The release addresses multiple vulnerabilities spanning Windows components and other Microsoft products. Here's a quick...

ZeroDayBench: Evaluating LLM Agents on Unseen Zero-Day Vulnerabilities for Cyberdefense

Large language models LLMs are increasingly being deployed as software engineering agents that autonomously contribute to repositories. A major benefit these agents present is their ability to find and patch security vulnerabilities in the codebases they oversee. To estimate the capability of...

How to understand and avoid Advanced Persistent Threats

By definition, an advanced persistent threat APT is a prolonged, targeted attack on a specific victim with the intention to compromise their system and gain information from or about that target. About a decade ago, the term was mostly used for state-sponsored threat actors. I used threat actors...

MulCovFuzz: A Multi-Component Coverage-Guided Greybox Fuzzer for 5G Protocol Testing

As mobile networks transition to 5G infrastructure, ensuring robust security becomes more important due to the complex architecture and expanded attack surface. Traditional security testing approaches for 5G networks rely on black-box fuzzing techniques, which are limited by their inability to...

LLMs are Getting a Lot Better and Faster at Finding and Exploiting Zero-Days

This is amazing: Opus 4.6 is notably better at finding high-severity vulnerabilities than previous models and a sign of how quickly things are moving. Security teams have been automating vulnerability discovery for years, investing heavily in fuzzing infrastructure and custom harnesses to find bu...

Pwn2Own: Researchers Earn $1 Million for 76 Zero-Days

Discover how TrendAI Zero Day Initiative ZDI identified critical vulnerabilities across connected vehicles, EV chargers, and automotive systems...

Introducing ÆSIR: Finding Zero-Day Vulnerabilities at the Speed of AI

TrendAI™’s ÆSIR platform combines AI automation with expert oversight to discover zero-day vulnerabilities in AI infrastructure – 21 CVEs across NVIDIA, Tencent, and MLflow since mid-2025...

Microsoft and Adobe Patch Tuesday, January 2026 Security Update Review

Starting the year on a security-first note, Microsoft's January 2026 Patch Tuesday resolves several vulnerabilities that could impact enterprise environments. Here's a quick breakdown of what you need to know. Microsoft Patch Tuesday for January 2026 This month's release addresses 115...

China-Linked Hackers Exploit VMware ESXi Zero-Days to Escape Virtual Machines

Chinese-speaking threat actors are suspected to have leveraged a compromised SonicWall VPN appliance as an initial access vector to deploy a VMware ESXi exploit that may have been developed as far back as February 2024. Cybersecurity firm Huntress, which observed the activity in December 2025 and...

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Protecting Against Zero-Day Vulnerabilities with SOC-Level ASM Alert

Outpacing React2Shell using pre-breach alerts from Wiz ASM to eliminate exploitable risk before attackers find them...

IE Mode: A Window to the Web – or to Attackers?

Running short on time but still want to stay in the know? Well, we’ve got you covered! We’ve condensed all the key takeaways into a handy audio summary. Our AI-driven podcasts are fit for on the go. Recently, Internet Explorer IE Mode has been weaponized by threat actors through multiple zero-day...

An Empirical Analysis of Zero-Day Vulnerabilities Disclosed by the Zero Day Initiative

Zero-day vulnerabilities represent some of the most critical threats in cybersecurity, as they correspond to previously unknown flaws in software or hardware that are actively exploited before vendors can develop and deploy patches. During this exposure window, affected systems remain defenseless...

AIs Exploiting Smart Contracts

I have long maintained that smart contracts are a dumb idea: that a human process is actually a security feature. Here's some interesting research on training AIs to automatically exploit smart contracts: AI models are increasingly good at cyber tasks, as we've written about before. But what is t...

Microsoft and Adobe Patch Tuesday, December 2025 Security Update Review

As the year winds down, Microsoft Patch Tuesday in December arrives with essential fixes and enhancements to close vulnerabilities and boost performance. Here's a quick breakdown of what you need to know. Microsoft Patch Tuesday for December 2025 This month's release addresses 72 vulnerabilities,...

Effective Command-Line Interface Fuzzing with Path-Aware Large Language Model Orchestration

Command-line interface CLI fuzzing tests programs by mutating both command-line options and input file contents, thus enabling discovery of vulnerabilities that only manifest under specific option-input combinations. Prior works of CLI fuzzing face the challenges of generating semantics-rich opti...

PT-2025-46139

Name of the Vulnerable Software and Affected Versions Malware Remover versions prior to 6.6.8.20251023 Description Improper control of code generation allows remote attackers to perform code injection, leading to remote code execution and the ability to bypass protection mechanisms. Recommendatio...

Patch Tuesday - October 2025

Microsoft is publishing 172 new vulnerabilities today. Microsoft is aware of public disclosure for just two of the vulnerabilities published today, and claims no evidence of in-the-wild exploitation. Today sees six zero-day vulnerabilities patched, but only a single one is evaluated as critical...