Fair detection of poisoning attacks in federated learning on non-i.i.d. data.

Singh, Ashneet Khandpur; Blanco-Justicia, Alberto; Domingo-Ferrer, Josep

Singh, Ashneet Khandpur; Blanco-Justicia, Alberto; Domingo-Ferrer, Josep.

Affiliation

Singh AK; Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, CYBERCAT-Center for Cybersecurity Research of Catalonia, UNESCO Chair in Data Privacy, Av. Països Catalans 26, 43007 Tarragona, Catalonia, Spain.
Blanco-Justicia A; Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, CYBERCAT-Center for Cybersecurity Research of Catalonia, UNESCO Chair in Data Privacy, Av. Països Catalans 26, 43007 Tarragona, Catalonia, Spain.
Domingo-Ferrer J; Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, CYBERCAT-Center for Cybersecurity Research of Catalonia, UNESCO Chair in Data Privacy, Av. Països Catalans 26, 43007 Tarragona, Catalonia, Spain.

Data Min Knowl Discov ; : 1-26, 2023 Jan 04.

Article de En | MEDLINE | ID: mdl-36619003

Mots clés

Fairness; Federated learning; Minorities.; Privacy; Security

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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Type d'étude: Diagnostic_studies Langue: En Journal: Data Min Knowl Discov Année: 2023 Type de document: Article Pays d'affiliation: Espagne

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