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Daniel M. Jimenez-Gutierrez

affiliation not provided to SSRN

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On the Security and Privacy of Federated Learning: A Survey with Attacks, Defenses, Frameworks, Applications, and Future Directions

Number of pages: 33 Posted: 03 Oct 2025
Daniel M. Jimenez-Gutierrez, Yelizaveta Falkouskaya, José Luis Hernández Ramos, Aris Anagnostopoulos, Ioannis Chatzigiannakis and Andrea Vitaletti
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Murcia, Sapienza University of Rome, Sapienza University of Rome and affiliation not provided to SSRN
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Abstract:

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Federated Learning, privacy-preserving, Security Mechanisms, Adversarial Attacks, Robustness, Defense Mechanisms