Leak It: a probabilistic approach to training-data extraction from black-box language models
Read the original at arxiv.org→arXiv:2608.00144v1 Announce Type: new Abstract: Membership inference (MIA) on language models is usually summarised by an aggregate ROC-AUC, but such evaluations are confounded: model-free blind baselines separate...
Original headline: "Leak It: A Probabilistic Approach to Training-Data Extraction from Black-Box Language Models"
Coverage timeline
- Aug 4, 04:00 UTC arXiv cs.LG lead source Leak It: A Probabilistic Approach to Training-Data Extraction from Black-Box Language Models