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Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study
Multi-agent LLM systems can be attacked by a payload that no single agent ever holds in full: several poisoned tools each hide one encrypted fragment, spreading them across several agents, and an external step reassembles and executes them after the run. Per-step safety checks that judge each action
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