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20232026
most citedFine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

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cs.CR2026

Encrypted Skills Can Become New Security Exploits If AI Agents Know How to Decipher

Yan-Lun Chen, Pin-Yu Chen, Chia-Mu Yu

Third-party skills can expose LLM agents to malicious instructions hidden by encoding. We introduce Ciphered Skill Injection (CSI), which embeds such instructions in skill files fo…