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João Pedro Camargo Batista

Federal University of Espirito Santo

Av. Fernando Ferrari, 514

No. 514, Goiabeiras

Vitória, 29075

Brazil

  • Federal University of Espirito Santo

SCHOLARLY PAPERS

2

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58

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0

Scholarly Papers (2)

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1.

Secure and Efficient Federated Learning: Advancing Cybersecurity, Privacy, and Trust Through Fedsketchand Ckksfed

Number of pages: 19 Posted: 17 May 2025
Eduardo Montagner de Moraes Sarmento, João Pedro Camargo Batista, Johann Jakob Schmitz Bastos, Vinicius Fernandes Soares Mota and Rodolfo da Silva Villaça
Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 51 (1,063,489)

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federated learning, Homomorphic Encryption, Privacy, Compressing, Sketches, Security

2.

Secure and Efficient Federated Learning Using Sketches and Fully Homomorphic Encryption

Number of pages: 21 Posted: 04 Apr 2026
Eduardo M. M. Sarmento, João Pedro Camargo Batista, Johann Jakob Schmitz Bastos, Vinicius Fernandes Soares Mota and Rodolfo da Silva Villaça
Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 7 (1,566,597)

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Compressing, Federated learning, Homomorphic Encryption, privacy, security, Sketches