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University of Trento, Anhui University
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Increasing input diversity can significantly hinder adversarial attack success on robust models, highlighting a critical trade-off in attack strategies.
TRACE redefines rollout budget allocation by treating each turn in a multi-turn interaction as a unique node, leading to improved reward contrast and policy performance.