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Privacy-preserving Machine Learning, Paperback by Li, Jin; Li, Ping; Liu, Zhe...

Description: Privacy-preserving Machine Learning, Paperback by Li, Jin; Li, Ping; Liu, Zheli; Chen, Xiaofeng; Li, Tong, ISBN 981169138X, ISBN-13 9789811691386, Like New Used, Free shipping in the US

This book provides a thorough overview of the evolution of privacy-preserving machine learning schemes over the last ten years, after discussing the importance of privacy-preserving techniques. In response to the diversity of Internet services, data services based on machine learning are now available for various applications, including risk assessment and image recognition. In light of open access to datasets and not fully trusted environments, machine learning-based applications face enormous security and privacy risks. In turn, it presents studies conducted to address privacy issues and a series of proposed solutions for ensuring privacy protection in machine learning tasks involving multiple parties. In closing, th reviews state-of-the-art privacy-preserving techniques and examines the security threats they face.

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End Time: 2024-11-03T15:05:52.000Z

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Privacy-preserving Machine Learning, Paperback by Li, Jin; Li, Ping; Liu, Zhe...

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Book Title: Privacy-preserving Machine Learning

Number of Pages: VIII, 88 Pages

Language: English

Publication Name: Privacy-Preserving Machine Learning

Publisher: Springer

Subject: Probability & Statistics / General, Intelligence (Ai) & Semantics, Security / Online Safety & Privacy, General

Publication Year: 2022

Item Weight: 5.7 Oz

Type: Textbook

Author: Xiaofeng Chen, Ping Li, Tong Li, Zheli Liu, Jin Li

Item Length: 9.3 in

Subject Area: Mathematics, Computers

Item Width: 6.1 in

Series: Springerbriefs on Cyber Security Systems and Networks Ser.

Format: Trade Paperback

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