Security and Privacy in Federated Learning

Language: English

Published by Springer Nature Singapore Mrz 2024, 2024

9811986940 / 9789811986949

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Softcover

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This item is printed on demand - it takes 3-4 days longer - Neuware -In this book, the authors highlight the latest research findings on the security and privacy of federated learning systems. The main attacks and counterattacks in this booming field are presented to readers in connection with inference, poisoning, generative adversarial networks, differential privacy, secure multi-party computation, homomorphic encryption, and shuffle, respectively. The book offers an essential overview for researchers who are new to the field, while also equipping them to explore this 'uncharted territory.' For each topic, the authors first present the key concepts, followed by the most important issues and solutions, with appropriate references for further reading.The book is self-contained, and all chapters can be read independently. It offers a valuable resource for master's students, upper undergraduates, Ph.D. students, and practicing engineers alike. 148 pp. Englisch.

Seller Inventory # 9789811986949

Title
Security and Privacy in Federated Learning
Author
Lei Cui
Publisher
Springer Nature Singapore Mrz 2024
Publication year
2024
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
9811986940
ISBN 13
9789811986949
Item weight
263 grams
Dimensions
235x155x8 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

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