most citedPrivacy-preserving Universal Adversarial Defense for Black-box Models

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cs.CR2025

Don't Trust Your Upstream: Exploiting LLM Multi-Agent System via Topology-Guided Adversarial Propagation

Ruichao Liang, Le Yin, Jing Chen +6

The digital world is witnessing the rapid rise of LLM-based multi-agent systems (MASs) and their powerful applications. However, their security remains insufficiently understood, a…