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Artificial Intelligence Using Federated Learning: Fundamentals, Challenges, and Applications

Artificial Intelligence Using Federated Learning: Fundamentals, Challenges, and Applications

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Product Details
Author:
Ahmed A. Elngar
Publisher:
CRC Press
Publication Date:
Dec 30, 2024
Number of pages:
294 pages
Binding:
Hardback or Cased Book
ISBN-10:
103277164X
ISBN-13:
9781032771649

Overview

Federated machine learning is a novel approach to combining distributed machine learning, cryptography, security, and incentive mechanism design. It allows organizations to keep sensitive and private data on users or customers decentralized and secure, helping them comply with stringent data protection regulations like GDPR and CCPA.


  • | Author: Ahmed A. Elngar
  • | Publisher: CRC Press
  • | Publication Date: Dec 30, 2024
  • | Number of Pages: 294 pages
  • | Binding: Hardback or Cased Book
  • | ISBN-10: 103277164X
  • | ISBN-13: 9781032771649

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