No Prior, No Leakage: Revisiting Reconstruction Attacks in Trained Neural Networks

Yehonatan Refael, Guy Smorodinsky, Ofir Lindenbaum +1

The memorization of training data by neural networks raises pressing concerns for privacy and security. Recent work has shown that, under certain conditions, portions of the traini…