specterops.io· Aug 12, 2026· by Gavin Kramer

Blacklight: Illuminating AI Agent Artifacts for Attackers and Defenders

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TL;DR: Blacklight is an open-source security research toolkit for discovering and analyzing AI agent artifacts that reside on endpoints. It helps authorized security teams assess exposure, guide next decisions, and develop detection and hardening guidance. This project used models made available through SpecterOps’ participation in OpenAI’s Trusted Access for Cyber program to support this security […] The post Blacklight: Illuminating AI Agent Artifacts for Attackers and Defenders appeared first
🎯 Vulnerability: Remote Code Execution (RCE)
💡 Defense Fix: Avoid executing shell commands via system(). Use parameterized APIs and strict input sanitization.
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