Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures

Sayanton V. Dibbo, Adam Breuer, Juston Moore +1

Recent model inversion attack algorithms permit adversaries to reconstruct a neural network's private and potentially sensitive training data by repeatedly querying the network. In…