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Simon Parkinson

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#federated learning Dataset Open access Sep 2026

HuddsTrafficFL: A Benchmark Dataset for Byzantine-Robust Federated Learning in Urban Traffic Systems

HuddsTrafficFL is a benchmark dataset for Byzantine-robust federated learning research in urban traffic systems. Built from a city-scale SUMO/TraCI simulation of Huddersfield's road network using real OpenStreetMap data and validated against UK Department for Transport traffic counts for Kirklees borough. The dataset i...

Farah Farid Babar, Saad Khan, Simon Parkinson · 0 citations
#federated learning Dataset Open access Sep 2026

HuddsTrafficFL: A Benchmark Dataset for Byzantine-Robust Federated Learning in Urban Traffic Systems

HuddsTrafficFL is a benchmark dataset for Byzantine-robust federated learning research in urban traffic systems. Built from a city-scale SUMO/TraCI simulation of Huddersfield's road network using real OpenStreetMap data and validated against UK Department for Transport traffic counts for Kirklees borough. The dataset i...

Farah Farid Babar, Saad Khan, Simon Parkinson · 0 citations

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