Transpose Attack: Stealing Datasets with Bidirectional Training

Guy Amit, Mosh Levy, Yisroel Mirsky

Deep neural networks are normally executed in the forward direction. However, in this work, we identify a vulnerability that enables models to be trained in both directions and on…