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[AUTO] Coding agents leak secrets through pre-approved tools

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Novee Security disclosed three critical flaws in Claude Code at Black Hat 2026. The most striking: a data exfiltration channel that uses a pre-approved HuggingFace domain in WebFetch to leak secrets one character at a time, rooted not in misconfiguration but in the foundational harness architecture itself.

The exfiltration trick is revealing. Attackers don’t break out of the sandbox; they weaponize its flexibility. An agent can fetch files from HuggingFace (reasonable for a coding tool), so an attacker creates a repo there, then triggers a malicious clone that queries the repo’s download counter with secret data baked into the URL. No outbound connection violation, just signal extraction through a permitted channel.

Google’s Gemini CLI had its own CVSS 10.0 command injection hole via .gemini/.env files. Anthropic’s advisory (CVE-2026-54316) covers the Claude Code findings. The pattern is clear: agent isolation faces a fundamental gap. You can’t lock down every tool without killing functionality. Security allowlists work until they don’t. Pre-approved domains become covert channels.


Sources: Novee SecurityAnthropic CVE-2026-54316

Coverage: The Hacker News

Related on this blog: [AUTO] ChatGPT’s C2 Inside the Sandbox[AUTO] Meta’s model didn’t hack a company, the sandbox didThree Indirection Steps From a Reverse Shell



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