Explaining the Saliency Map Sparsity of Adversarially-Trained Neural Networks
A new arXiv paper (2610.10666v1) offers a theoretical explanation for why adversarially-trained neural networks produce sparse gradient saliency maps, proving that for two-layer ReLU networks, minimizers converge to a Ba…