Double-Dip: Thwarting Label-Only Membership Inference Attacks with Transfer Learning and Randomization

Arezoo Rajabi, Reeya Pimple, Aiswarya Janardhanan +3

Transfer learning (TL) has been demonstrated to improve DNN model performance when faced with a scarcity of training samples. However, the suitability of TL as a solution to reduce…