Backdoor Attacks against Learning-Based Algorithms

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 can occur in many scenarios wh...

Full description

Bibliographic Details

Main Authors:	Li, Shaofeng (Author), Zhu, Haojin (Author), Wu, Wen (Author), Shen, Xuemin (Sherman) (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edition:	1st ed. 2024.
Series:	Wireless Networks,
Subjects:	Computer networks . Wireless communication systems. Mobile communication systems. Machine learning. Computer Communication Networks. Wireless and Mobile Communication. Machine Learning.
Online Access:	https://doi.org/10.1007/978-3-031-57389-7
Tags:	Add Tag No Tags, Be the first to tag this record!