All ebooks by Shaofeng Li in PDF and EPUB

Backdoor Attacks against Learning-Based Algorithms

Shaofeng Li , Xuemin (Sherman) Shen , Wen Wu , Haojin Zhu

This book introduces a new type of data poisoning attack, dubbed, backdoor attack. In backdoor attacks, an attacker can train the model with poisoned data to obtain a model that performs well on a normal input but behaves wrongly with crafted triggers. Backdoor attacks...