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Naver AI introduces Stable-GFlowNet, a method to improve LLM red-teaming by eliminating unstable partition function estimation in Generative Flow Networks through contrastive trajectory balance.
STAR-Teaming introduces a multiplex-network-driven multi-agent framework that automates LLM red-teaming, achieving higher attack success rates with lower compute by organizing attack strategies into interpretable semantic communities.