LLM-MAS
PulseAugur coverage of LLM-MAS — every cluster mentioning LLM-MAS across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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MIRROR primitive secures LLM multi-agent communication against attacks · 2 sources tracked
Researchers have introduced MIRROR, a novel communication-layer integrity primitive designed to protect Large Language Model Multi-Agent Systems (LLM-MAS) from Agent-in-the-Middle (AiTM) attacks. MIRROR replicates a mes…
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New defense framework tackles evolving attacks in multi-agent AI systems
Researchers have introduced OpenEvoShield, a novel defense framework designed to protect large language model-based multi-agent systems (LLM-MAS) from evolving attacks. This co-evolutionary system uses an asymmetric rat…
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New research reveals memory poisoning attacks on LLM agents
Two new research papers, MemMorph and Evo-Attacker, detail novel methods for attacking Large Language Model (LLM) agents by exploiting their memory systems. MemMorph poisons an agent's long-term memory with crafted reco…