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Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction
18 September 2025
Yuanbo Xie
Yingjie Zhang
Tianyun Liu
Duohe Ma
Tingwen Liu
AAML
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Papers citing
"Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction"
1 / 1 papers shown
Read the Scene, Not the Script: Outcome-Aware Safety for LLMs
Rui Wu
Yihao Quan
Zeru Shi
Zhenting Wang
Yanshu Li
Ruixiang Tang
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05 Oct 2025
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