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Home/Authors/lvaro Lpez Garca

lvaro Lpez Garca

1 indexed paper

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Publications per year

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26

Top categories

Crypto×1AI×1

Frequent co-authors

Judith Sáinz-Pardo Díaz1×
Álvaro López García1×

Research Timeline

2026
Privacy Preserving Machine Learning Workflow: from Anonymization to Personalized Differential Privacy Budgets in Federated Learning

This paper proposes a comprehensive federated learning workflow that enhances privacy and robustness by integrating personalized differential privacy budgets and client drift detection, achieving better model performance than fixed-budget global approaches.

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Papers

cs.CRcs.AIRecentMay 4, 2026

Privacy Preserving Machine Learning Workflow: from Anonymization to Personalized Differential Privacy Budgets in Federated Learning

Judith Sáinz-Pardo Díaz, Álvaro López García

This paper proposes a comprehensive federated learning workflow that enhances privacy and robustness by integrating personalized differential privacy budgets and client drift detection, achieving bett…

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