Privacy and Security Implications of Cross-Modal Transformations on Human-Centric Sensor Data

This topic is about implementing a cross-modal transformation model on a chosen pair of human-centric sensors (sensors which are worn by or close to humans), for recreating one stream of sensor data based on the other one. The ultimate goal of this thesis is to evaluate the performance of such a model with respect to the privacy and/or security implications.

Contact me if you are interested and/or have a cool idea for a specific pair of sensors relevant for violating the privacy and/or the security of a human being.

Experience with machine learning and/or signal processing is required. A good understanding of sensors and their measured physical quantities is strongly recommended.