Giorgio Piras

Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks

2023

Neural network pruning has shown to be an effective technique for reducing the network size, trading desirable properties like generalization and robustness to adversarial attacks for higher sparsity. Recent work has claimed that adversarial pruning …