Privacy-Preserving Federated Learning for Edge-Based Occupancy Detection

This project will investigate whether multiple NVIDIA Jetson edge devices can collaboratively train and improve an AI occupancy-detection model without transferring raw video or image data between sites. The student will build and evaluate a federated learning setup in which devices train locally and contribute model updates to a shared global model, while accounting for … Read more

8 – Privacy-aware travel assistant

Current journey planners only provide information before the start of a journey. This project will investigate how travellers can be supported during their travels, proactively notifying them if they should update their travel plans because of delays disruptions. A key aspect is to ensure that the privacy of the traveller is maintained.