A Detailed Survey on Federated Learning Attacks and Defenses

A traditional centralized method of training AI models has been put to the test by the emergence of data stores and public privacy concerns. To overcome these issues, the federated learning (FL) approach was introduced. FL employs a privacy-by-design architecture to train deep neural networks utiliz...

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Bibliographic Details
Main Authors: Hira Shahzadi Sikandar, Huda Waheed, Sibgha Tahir, Saif U. R. Malik, Waqas Rafique
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/2/260