Shihao Weng
1 indexed paper
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126
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Crypto×1Software Eng.×1
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2026
ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection
The paper introduces ARGUS, a defense mechanism that uses provenance-aware decision auditing to protect LLM agents from sophisticated, context-aware prompt injection attacks, significantly reducing the attack success rate.
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cs.CRcs.SERecentMay 5, 2026
ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection
Shihao Weng, Yang Feng, Jinrui Zhang, Xiaofei Xie +2 more
The paper introduces ARGUS, a defense mechanism that uses provenance-aware decision auditing to protect LLM agents from sophisticated, context-aware prompt injection attacks, significantly reducing th…
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