Rearchitecting Classification Frameworks For Increased Robustness

Varun Chandrasekaran, Brian Tang, Nicolas Papernot +3

While generalizing well over natural inputs, neural networks are vulnerable to adversarial inputs. Existing defenses against adversarial inputs have largely been detached from the…