AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients

Xiaodan Li, Yuefeng Chen, Yuan He +1

Deep neural networks have been shown to be vulnerable to adversarial examples---maliciously crafted examples that can trigger the target model to misbehave by adding imperceptible…