演講時間: 113年4月10日（三） 14:00~16:00

演講地點: E6-A207教室

演講者: 邱德泉 教授（清華大學資訊工程學系）

演講主題: Edge Intelligence for Realizing AIoT

大 綱： The B5G/6G mobile telecommunication systems expect to realize Artificial Intelligence of Things (AIoT) applications with the help of edge intelligence/AI by the marriage of edge/fog computing and artificial intelligence (AI). Recently, Federated Learning (FL), a promising and privacy-preserving edge intelligence framework, is the key to bringing the era of AIoT. This talk will show an exemplary AIoT service platform based on the FL framework to support mobile dashcam video analysis. Then, we will demonstrate existing privacy and security threats in the FL system triggered by malicious end devices and the abnormal aggregator. Finally, we will show the integration of semi- supervised learning and knowledge distillation techniques into the current FL framework and discuss future FL research directions.

請研究所一年級的同學當天準時聽講