All ebooks by Zhen Xiang in PDF

Adversarial Learning and Secure AI

George Kesidis , David J. Miller , Zhen Xiang

Providing a logical framework for student learning, this is the first textbook on adversarial learning. It introduces vulnerabilities of deep learning, then demonstrates methods for defending against attacks and making AI generally more robust. To help students connect...