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Yanchao Zhang | School of Electrical, Computer and Energy Engineering
Wearable devices such as fitness and performance tracking gadgets are quickly penetrating into everyday life and transforming how people live. There are growing privacy concerns that fine-grained big data from wearables can be misused. This project is to investigate privacy-preserving data mining techniques for wearable devices. In the one-year project period, we will focus on distributed stream monitoring, an important data mining technique which monitors functions over distributed and continuous data streams in real time. Our target system aims to provide accurate data with high communication efficiency and also strong privacy guarantees.