Privacy-preserving Computing

Language: English

Published by Cambridge University Press, GB, 2023

1009299514 / 9781009299510

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Privacy-preserving computing aims to protect the personal information of users while capitalizing on the possibilities unlocked by big data. This practical introduction for students, researchers, and industry practitioners is the first cohesive and systematic presentation of the field's advances over four decades. The book shows how to use privacy-preserving computing in real-world problems in data analytics and AI, and includes applications in statistics, database queries, and machine learning. The book begins by introducing cryptographic techniques such as secret sharing, homomorphic encryption, and oblivious transfer, and then broadens its focus to more widely applicable techniques such as differential privacy, trusted execution environment, and federated learning. The book ends with privacy-preserving computing in practice in areas like finance, online advertising, and healthcare, and finally offers a vision for the future of the field.

Seller Inventory # LU-9781009299510

Title
Privacy-preserving Computing
Author
Kai Chen, Qiang Yang
Publisher
Cambridge University Press, GB
Publication year
2023
Condition
New
Binding
Hardback
Language
English
ISBN 10
1009299514
ISBN 13
9781009299510
Item weight
530 grams

Rarewaves.com UK

London, United Kingdom

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