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Trustworthy AI Using Confidential Federated Learning

Year: 2024

Type: article

Abstract: Federated learning and confidential computing are not competing technologies.

Source: Communications of the ACM

DOI: 10.1145/3677390

Authors: Jinnan Guo, Peter Pietzuch, Andrew Paverd, Kapil Vaswani

Institutions: Imperial College London, Microsoft (United States)

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4401614254

FWCI: 0.886

Cites: 13

Cited by: 6

Related to: 10