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Samiya Khan

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Open access Sep 2026

Decentralized Data Trust System for Privacy-Preserving Federated Learning

The increasing use of artificial intelligence (AI) in sensitive and regulated domains has raised concerns regarding data privacy, trust, governance, accountability, and fair value distribution. Although federated learning (FL) enables collaborative model training without transferring raw data, conventional FL does not...

Mohd Salique Khan, Samiya Khan, Sania Shaikh et al. · 0 citations

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