EMBRACE affects AI coding tools Cursor, GitHub Copilot, Codex, VS Code and Claude Desktop, enabling code execution, file theft and browser address-bar spoofing.
numbat monitors Claude Code, Codex and other AI coding agents and rebuilds their sessions. Tested on a staged session; its blocking is opt-in and narrow.
At Black Hat USA 2026, Novee found GitHub workflow flaws in Claude Code, Gemini CLI and Codex that enabled RCE, credential theft and agent control in pipelines.
Cisco Talos found hackers using simple authorization claims to bypass AI guardrails, build DDoS attack tools, steal credentials and access live camera services.