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cs.CR2025
PerProb: Indirectly Evaluating Memorization in Large Language Models
Yihan Liao, Jacky Keung, Xiaoxue Ma +2
The rapid advancement of Large Language Models (LLMs) has been driven by extensive datasets that may contain sensitive information, raising serious privacy concerns. One notable th…
cs.CR2025
Exposing and Defending Membership Leakage in Vulnerability Prediction Models
Yihan Liao, Jacky Keung, Xiaoxue Ma +2
Neural models for vulnerability prediction (VP) have achieved impressive performance by learning from large-scale code repositories. However, their susceptibility to Membership Inf…