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Nakato Florence Wamala

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#federated learning Open access Sep 2026

Privacy-Preserving Federated Learning for Cross-Border Data Flows in Uganda: Robustness Under Distribution Shift and Sparse Labels

Cross-border data flows are central to Uganda's digital economy, yet their governance is complicated by competing pressures: the need for international integration and the legal obligation to protect citizen privacy. Federated learning offers a promising architecture for training machine learning models across distribu...

Achola Esther Adongo, Nakato Florence Wamala, Okwir Denis Odongo · 0 citations
#federated learning Open access Sep 2026

Privacy-Preserving Federated Learning for Cross-Border Data Flows in Uganda: Robustness Under Distribution Shift and Sparse Labels

Cross-border data flows are central to Uganda's digital economy, yet their governance is complicated by competing pressures: the need for international integration and the legal obligation to protect citizen privacy. Federated learning offers a promising architecture for training machine learning models across distribu...

Achola Esther Adongo, Nakato Florence Wamala, Okwir Denis Odongo · 0 citations

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