FaceLeaks: Inference Attacks against Transfer Learning Models via Black-box Queries

Seng Pei Liew, Tsubasa Takahashi

Transfer learning is a useful machine learning framework that allows one to build task-specific models (student models) without significantly incurring training costs using a singl…