Federated Learning Systems: Towards Next-Generation AI (Hardcover) (ISBN-13: 9783030706036)

Federated Learning Research: Trends and Bibliometric Analysis.- A Review of Privacy-preserving Federated Learning for the Internet-of-Things.- Differentially Private Federated Learning: Algorithm, Analysis and Optimization.- Advancements of federated learning towards privacy preservation: from federated learning to split learning.- PySyft: A Library for Easy Federated Learning.- Federated Learning Systems for Healthcare: Perspective and Recent Progress.- Towards Blockchain-Based Fair and Trustworthy Federated Learning Systems.- An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies.

Author: Muhammad Habib Ur Rehman
ISBN-10: 3030706036
ISBN-13: 9783030706036
Publisher: Springer
Language: English
Published: 06/12/2021
Pages: 196
Format: Hardcover
Weight: 1.05lbs
Size: 9.21h x 6.14w x 0.50d