TRACE improves RL-based multi-turn jailbreaking by using leave-one-turn-out masking for successful trajectories and harmfulness-based penalties for failed ones, achieving roughly 25% higher attack success rates than prior RL baselines.
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Not All Turns Matter: Credit Assignment for Multi-Turn Jailbreaking
TRACE improves RL-based multi-turn jailbreaking by using leave-one-turn-out masking for successful trajectories and harmfulness-based penalties for failed ones, achieving roughly 25% higher attack success rates than prior RL baselines.