One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy

Jingkang Wang, Ruoxi Jia, Gerald Friedland +2

Despite the great success achieved in machine learning (ML), adversarial examples have caused concerns with regards to its trustworthiness: A small perturbation of an input results…