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Agent Hacks Agents: Autoresearch Discovers Vulnerabilities in Production Agents

Mao, Xutao et al.
arXiv (All) · Papers
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cryptography-and-security
Production LLM agents such as Claude Code and Codex can modify files and execute commands, so safety failures become real destructive actions. Automatic red-teaming lets safety teams test beyond static suites at the pace of deployment updates. Existing methods retain successful attacks but not why e
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