Teacher Development Center "Distinguished Scholar Lecture" activity has invited ProfessorDapeng Oliver Wuof City University of Hong Kong for an academic exchange. Below are the details of the session. Students and faculty members are welcome to attend.
Topic:Challenges in AI Security
Speaker:Prof. Dapeng Oliver Wu (IEEE Fellow, City University of Hong Kong)
Time: 16:00-17:00 (Monday), April 3, 2023
Venue: Research Building Block C, KC218
Host: Professor Ce Zhu, School of Information and Communication Engineering
Introduction:
With the recent breakthroughs, artificial intelligence, especially deep neural networks, is pervasively serving numerous areas such as healthcare, autonomous driving, and Internet of things. Deep neural networks are capable of making accurate predictions and reasonably good decisions but their predictions or decisions are not explicitly explainable. In particular, major security and privacy concerns exist in deep neural networks.
In this talk, I will first provide an overview of trustworthy deep neural networks and then focus on our recent research on a data-agnostic model stealing attack. The talk will conclude by discussing future research directions in security and privacy concerns and potential countermeasures in deep neural networks.
Speakers’ profiles：
Dapeng Oliver Wu received Ph.D. in Electrical and Computer Engineering from Carnegie Mellon University, Pittsburgh, PA, in 2003. Currently, he is Yeung Kin Man Chair Professor of Network Science, at the Department of Computer Science, City University of Hong Kong. His research interests are in the areas of artificial intelligence, FinTech, communications, image processing, computer vision, signal processing, and biomedical engineering.
He received University of Florida Term Professorship Award in 2017, University of Florida Research Foundation Professorship Award in 2009, AFOSR Young Investigator Program (YIP) Award in 2009, ONR Young Investigator Program (YIP) Award in 2008, NSF CAREER award in 2007, the IEEE Circuits and Systems for Video Technology (CSVT) Transactions Best Paper Award for Year 2001, the Best Paper Award in GLOBECOM 2011, and the Best Paper Award in QShine 2006. He has served as Editor-in-Chief of IEEE Transactions on Network Science and Engineering, and Associate Editor of IEEE Transactions on Cloud Computing, IEEE Transactions on Communications, IEEE Transactions on Signal and Information Processing over Networks, IEEE Signal Processing Magazine, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Wireless Communications and IEEE Transactions on Vehicular Technology. He was the founding Editor-in-Chief of Journal of Advances in Multimedia between 2006 and 2008. He has served as Technical Program Committee (TPC) Chair for IEEE INFOCOM 2012. He was elected as a Distinguished Lecturer by IEEE Vehicular Technology Society in 2016. He is an IEEE Fellow.
Organizer: TeacherDevelopmentCenter
Co-organizer:School of Information and Communication Engineering
