报告题目：Data Analytics for Smart Energy Cyber-Physical System Security
报告人：University of Essex大学Shiyan Hu教授
报告时间：9月30日上午11点
报告地点：升华楼504会议室
报告摘要：The massive deployment of advanced metering infrastru4ctures has mandated a transformative shift of the classical power grid towards a more reliable smart grid. However, such a cyber-physical power system is vulnerable to various cyberattacks. In this talk, I will describe a systematic learning and data analytics framework, which is based on partially observable Markov decision process, orthogonal matching pursuit, and empirical mode decomposition, to detect anomaly energy usage behavior through analyzing the massive smart meter data. I will also discuss how this framework can be used to detect smart grid cyberattacks such as energy theft. I will conclude the talk with some of the ongoing research in this direction.
报告人简介：
Professor Shiyan Hu received his Ph.D. in Computer Engineering from Texas A&M University in 2008. He is currently the Chair Professor of Cyber-Physical Systems at University of Essex, and has been an Associate Professor (with Tenure) at Michigan Tech. He was a Visiting Associate Professor at Stanford. His research interests include Cyber-Physical Systems (CPS) and CPS Security where he has published more than 100 refereed papers, including 50+ in premier IEEE/ACM Transactions.
Prof. Hu is an ACM Distinguished Speaker, an IEEE Systems Council Distinguished Lecturer, a recipient of U.S. National Science Foundation CAREER Award, and a recipient of IEEE Computer Society TCSC Middle Career Researcher Award. His publications have received a few distinctions such as the 2018 IEEE Systems Journal Best Paper Award, the 2017 Keynote Paper in IEEE Transactions on Computer-Aided Design, the Front Cover Paper in IEEE Transactions on Nanobioscience in March 2014, etc. He is the Chair for IEEE Technical Committee on Cyber-Physical Systems. He is the Editor-In-Chief of IET Cyber-Physical Systems: Theory & Applications. He has been an Associate Editor for IEEE Transactions on Computer-Aided Design, IEEE Transactions on Industrial Informatics, IEEE Transactions on Circuits and Systems, ACM Transactions on Design Automation for Electronic Systems, and ACM Transactions on Cyber-Physical Systems. He is also a Guest Editor for 8 IEEE/ACM journals such as Proceedings of the IEEE (PIEEE) and IEEE Transactions on Computers. He has held multiple chair positions in IEEE/ACM conferences. He is a Fellow of IET. More information about him can be found athttp://www.ieee-cps.org/shiyanhu/index.html
