Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness

Dávid Szeghy, Mahmoud Aslan, Áron Fóthi +3

While deep neural networks are sensitive to adversarial noise, sparse coding using the Basis Pursuit (BP) method is robust against such attacks, including its multi-layer extension…