Runpeng Geng
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AgentWatcher is a novel, rule-based monitor designed to detect prompt injection attacks in LLM agents by focusing detection on causally influential context segments, thereby improving scalability and explainability.
The paper introduces PIArena, a unified and extensible platform designed to address the lack of standardized evaluation for prompt injection, revealing critical limitations in current state-of-the-art defenses.
Papers
PIArena: A Platform for Prompt Injection Evaluation
Runpeng Geng, Chenlong Yin, Yanting Wang, Ying Chen +1 more
The paper introduces PIArena, a unified and extensible platform designed to address the lack of standardized evaluation for prompt injection, revealing critical limitations in current state-of-the-art…