Adversarial Learning and Secure AI
Language: English
Published by Cambridge University Press Aug 2023, 2023
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 105.00
Quantity: 1 available
Add to basketItem description from seller
Neuware - 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 theory with practice, it explains and evaluates attack-and-defense scenarios alongside real-world examples. Feasible, hands-on student projects, which increase in difficulty throughout the book, give students practical experience and help to improve their Python and PyTorch skills. Book chapters conclude with questions that can be used for classroom discussions. In addition to deep neural networks, students will also learn about logistic regression, naïve Bayes classifiers, and support vector machines. Written for senior undergraduate and first-year graduate courses, the book offers a window into research methods and current challenges. Online resources include lecture slides and image files for instructors, and software for early course projects for students. …
Seller Inventory # 9781009315678
- Title
- Adversarial Learning and Secure AI
- Author
- David J Miller
- Publisher
- Cambridge University Press Aug 2023
- Publication year
- 2023
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 1009315676
- ISBN 13
- 9781009315678
- Item weight
- 798 grams
- Dimensions
- 244x170x22 mm
"Synopsis" may belong to another edition of this title.
About the Author
Zhen Xiang is a post-doctoral research associate in Computer Science at the University of Illinois, Urbana-Champaign.
George Kesidis is Professor of Computer Science and Engineering, and of Electrical Engineering, at the Pennsylvania State University.
"About the title" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
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|---|---|---|
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