Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.11751.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Research paper showing that runtime monitors in multi-agent LLM systems can be bypassed by distributed backdoors that split harmful payloads across agents so each fragment appears benign locally. Authors prove an observability boundary theorem and demonstrate across testbeds that local monitors fail exactly when local evidence disappears.

Identifies a structural blind spot in standard agent safety architecture. Anyone deploying multi-agent pipelines with step-level monitoring needs to reckon with this compositional attack class.

Cited by

No citations on record.