一作ACL 2026Poster· Natural Language Processing
C o LA : A Choice Leakage Attack Framework to Expose Privacy Risks in Subset Training
Qi Li · Cheng-Long Wang · Yinzhi Cao · Di Wang
摘要
Training models on a carefully chosen portion of data rather than the full dataset is now a standard preprocess for modern ML. From vision coreset selection to large-scale filtering in language models, it enables scalability with minimal utility loss. A common intuition is that training on fewer...