Adversarial Machine Learning Lecture

Abstract

This lecture overviews Adversarial Machine Learning that has many applications in DNN robustness and in privacy protection. It covers the following topics in detail: Adversarial Examples, Attack Methods, Adversarial Face De-Identification, Adversarial Defenses.

Adversarial Example.

Face De-Identification.

Adversarial-Machine-Learning-v2.8-Summary