Xiaoyu Xia
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126
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2026
SoK: Unlearnability and Unlearning for Model Dememorization
This paper provides the first integrated analysis of model dememorization, unifying unlearnability and unlearning methods, and offering theoretical guarantees on dememorization depth.
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Papers
cs.LGcs.AIcs.CRRecentMay 12, 2026
SoK: Unlearnability and Unlearning for Model Dememorization
Mengying Zhang, Derui Wang, Ruoxi Sun, Xiaoyu Xia +2 more
This paper provides the first integrated analysis of model dememorization, unifying unlearnability and unlearning methods, and offering theoretical guarantees on dememorization depth.
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