SERSEM: Selective Entropy-Weighted Scoring for Membership Inference in Code Language Models

Kıvanç Kuzey Dikici, Serdar Kara, Semih Çağlar +2

As Large Language Models (LLMs) for code increasingly utilize massive, often non-permissively licensed datasets, evaluating data contamination through Membership Inference Attacks…