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名师讲堂:Challenges in AI Security
文:教师发展中心 来源:党委教师工作部、人力资源部(教师发展中心) 时间:2023-03-31 2416

  教师发展中心“名师讲堂”活动特别邀请香港城市大学的Dapeng Oliver Wu教授来校作学术交流。具体安排如下,欢迎广大师生参加。

  一、主 题:Challenges in AI Security

  二、主讲人:Prof. Dapeng Oliver Wu, 香港城市大学

  三、时 间:2023年4月3日(周一)16:00-17:00

  四、地 点:清水河校区科研楼C218

  五、主持人:信息与通信工程学院  朱策  教授

  六、主讲内容:

  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.

  七、主讲人简介:

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  Dapeng Oliver Wu,Yeung Kin Man Chair Professor of Network Science, at the Department of Computer Science, City University of Hong Kong. He is an IEEE Fellow. He received Ph.D. in Electrical and Computer Engineering from Carnegie Mellon University, Pittsburgh, PA, in 2003. 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.

  八、主办单位:教师发展中心

    承办单位:信息与通信工程学院

 

                            教师发展中心

                        2023年3月31日

 

编辑:林坤  / 审核:林坤  / 发布:林坤

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