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...

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書誌詳細

主要な著者:	Li, Shaofeng (著者), Zhu, Haojin (著者), Wu, Wen (著者), Shen, Xuemin (Sherman) (著者)
団体著者:	SpringerLink (Online service)
フォーマット:	電子媒体 eBook
言語:	英語
出版事項:	Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
版:	1st ed. 2024.
シリーズ:	Wireless Networks,
主題:	Computer networks . Wireless communication systems. Mobile communication systems. Machine learning. Computer Communication Networks. Wireless and Mobile Communication. Machine Learning.
オンライン･アクセス:	https://doi.org/10.1007/978-3-031-57389-7
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