Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks

Shawn Shan, Emily Wenger, Bolun Wang +3

Deep neural networks (DNN) are known to be vulnerable to adversarial attacks. Numerous efforts either try to patch weaknesses in trained models, or try to make it difficult or cost…