Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models

Yuxin Wen, Leo Marchyok, Sanghyun Hong +3

It is commonplace to produce application-specific models by fine-tuning large pre-trained models using a small bespoke dataset. The widespread availability of foundation model chec…