Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study.

arXiv:2607.24893v2 Announce Type: replace-cross Abstract: 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 extern