Shiqian Zhao
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2026
Mind Your HEARTBEAT! Claw Background Execution Inherently Enables Silent Memory Pollution
The paper identifies that background 'heartbeat' execution in personal AI agents like Claw can silently pollute the agent's memory with external misinformation, influencing user behavior without the user's knowledge or explicit prompt injection.
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cs.CRcs.AIcs.SIRecentMar 24, 2026
Mind Your HEARTBEAT! Claw Background Execution Inherently Enables Silent Memory Pollution
Yechao Zhang, Shiqian Zhao, Jie Zhang, Gelei Deng +4 more
The paper identifies that background 'heartbeat' execution in personal AI agents like Claw can silently pollute the agent's memory with external misinformation, influencing user behavior without the u…
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