p7cs.CR

Category

cs.CR

3 papers

Deduplicating Training Data Mitigates Privacy Risks in Language Models

Nikhil Kandpal, Eric Wallace, Colin Raffel

2202.06539

Membership Inference Attacks From First Principles

Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramer

2112.03570

On the Importance of Difficulty Calibration in Membership Inference Attacks

Lauren Watson, Chuan Guo, Graham Cormode, Alex Sablayrolles

2111.08440