Machine vs Machine: Minimax-Optimal Defense Against Adversarial Examples

Jihun Hamm, Akshay Mehra

Recently, researchers have discovered that the state-of-the-art object classifiers can be fooled easily by small perturbations in the input unnoticeable to human eyes. It is also k…