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News/After the Attacker Leaves: Benchmarking Carryover Attacks on LLM Agents
arxiv
PublishedOctober 21, 2026 at 4:00 AM

After the Attacker Leaves: Benchmarking Carryover Attacks on LLM Agents

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arXiv:2610.28425v1 Announce Type: cross Abstract: Modern LLM agents persist state across sessions via two channels: long-lived memory files silently prepended to the system prompt, and scheduled tasks waking the agent without user input. A one-time indirect prompt injection committed to either chann

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