Issue 06 | Aug 2025
Forging New Frontiers
Civil and Environmental Engineering
Safeguarding data privacy on the road
A new model based on federated learning supports data collaboration between traffic authorities and mobility forms — without compromising privacy.
E
very movement on the road, from sudden braking to avoid a cut-in vehicle to rerouting in response to congestion, generates torrents of data. When aggregated and analysed at scale, these data reveal hidden patterns: how minor disruptions ripple into delays far away, how drivers change
Graphic images in this newsletter were generated using AI and intended only as a visualisation of general concepts or ideas related to the research.