Se Yang
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The paper introduces MemPoison, a novel memory poisoning attack that successfully injects triggerable backdoors into LLM agents' long-term memory through conversational interactions, achieving high attack success rates by bypassing selective memory mechanisms.
The paper proposes MemPoison, a novel memory poisoning attack that injects triggerable backdoors into LLM agents' long-term memory through dialogue interactions, achieving high success rates by bypassing selective memory mechanisms.
Papers
Hijacking Agent Memory: Stealthy Trojan Attacks Through Conversational Interaction
The paper introduces MemPoison, a novel memory poisoning attack that successfully injects triggerable backdoors into LLM agents' long-term memory through conversational interactions, achieving high at…