Moxin Li
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126
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2026
Plant, Persist, Trigger: Sleeper Attack on Large Language Model Agents
This paper introduces the concept of 'Sleeper Attack,' demonstrating that adversarial content can persist across multiple interactions with an LLM agent, posing a more subtle and difficult-to-detect safety threat than single-interaction attacks.
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Papers
cs.AIRecentMay 27, 2026
Plant, Persist, Trigger: Sleeper Attack on Large Language Model Agents
Yongxiang Li, Moxin Li, Zhixin Ma, Fengbin Zhu +3 more
This paper introduces the concept of 'Sleeper Attack,' demonstrating that adversarial content can persist across multiple interactions with an LLM agent, posing a more subtle and difficult-to-detect s…
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