Penetration Testing Archives

Google’s New AI Not Only Detects Vulnerabilities but Also Automatically Patches Code

October 7, 2025

Google’s DeepMind has introduced a groundbreaking AI agent named CodeMender, designed to automatically identify, fix, and rewrite vulnerable code to prevent future exploits. This development strengthens Google’s ongoing efforts in AI-driven vulnerability detection, complementing tools such as Big Sleep and OSS-Fuzz. How CodeMender Works CodeMender operates both reactively and proactively, meaning it not only fixes […]

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AI-powered Villager penetration testing tool surpasses 11,000 PyPI downloads amid abuse concerns

A recently released AI-driven penetration testing framework, called Villager, has been downloaded nearly 11,000 times from the Python Package Index (PyPI), sparking worries that threat actors could repurpose it for criminal activity. The package, linked to a China-based entity, is presented as a red teaming solution designed to automate and accelerate security testing workflows. Origins