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612-822-4611
Federated Learning Systems: Towards Next-Generation AI

Federated Learning Systems: Towards Next-Generation AI

Hardcover

Series: Studies in Computational Intelligence, Book 965

Technology & EngineeringGeneral ComputersProbability & Statistics

ISBN10: 3030706036
ISBN13: 9783030706036
Publisher: Springer
Published: Jun 12 2021
Pages: 196
Weight: 1.05
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
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.

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