FedIPR : Ownership Verification for Federated Deep Neural Network Models

Federated learning models are collaboratively developed upon valuable training data owned by multiple parties. During the development and deployment of federated models, they are exposed to risks including illegal copying, re-distribution, misuse and/or free-riding. To address these risks, the owner...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 02. Apr., Seite 4521-4536
1. Verfasser: Li, Bowen (VerfasserIn)
Weitere Verfasser: Fan, Lixin, Gu, Hanlin, Li, Jie, Yang, Qiang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article