报告题目:Intelligent Edge Computing: Security and Privacy Challenges
主讲人:Mithun Mukherjee, Professor, School of Artificial Intelligence, Nanjing University of Information Science and Technology, China (Professor / Associate Professor / researcher, etc.)
时间:2021年7月7日(星期三)9:30-11:30
地点:腾讯会议:https://meeting.tencent.com/s/4kmNOR1q4B5X
摘要:
Edge computing has already shown its potential benefits to support the delay-sensitive and computational-intensive service provisioning in Internet of Things (IoT)-based environment. Subsequently, artificial intelligence is expected to enhance the cognizance and the intelligence of edge computing, resulting a new paradigm, intelligent edge computing. Intelligent edge computing is the use of artificial intelligence and machine learning algorithms for data analysis at the edge layer. Using such data analysis techniques at the edge layer allows the end-devices to obtain faster insights and feedback that enhances their operation. The intelligent edge computing paradigm is taking its shape where we envision it as: an edge computing system that realizes the computing, communication, and caching resources using data analytic platform and harvesting the potential benefits of artificial intelligence to improve the system utility. In this talk, we focus on malicious attacks targeting intelligent engines of edge computing, that offset the gains from intelligent systems and lead to compromise the edge computing system. We also provide the main factors that are responsible for the security and privacy-related challenges in intelligent edge computing.
报告人简介:
Mithun Mukherjee is a Professor with the School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, China. He was a specially assigned researcher and assistant professor with the Guangdong Provincial Key Laboratory of Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Maoming, China, from 2015 to 2020. His research interests center around the Internet of Things, mobile edge computing, Tactile Internet, and ultra-reliable low-latency communications. He has (co)authored more than 120 publications in peer-reviewed international transactions/journals and conferences. He has two highly cited ESI papers with Google Scholar citation 2500+, h index 18 and I10 index 34. He was listed in Stanford University's 2020 top 2% of scientists in the world (top 0.5% in CS/network). He has one granted Chinese patent. Dr. Mukherjee was a recipient of the 2016 EAI WICON, the 2017 IEEE SigTelCom, the 2018 IEEE Systems Journal, and the 2018 IEEE ANTS Best Paper Award. He has been a guest editor for IEEE Internet of Things Journal, IEEE Transactions on Industrial Informatics, ACM/Springer Mobile Networks and Applications, and Sensors. He is a regular reviewer/lead guest editor for many prestigious journals and conferences, serves as the TPC member/chair for various conferences, and organized many special sections/workshops in prestigious international conferences. He completed his Ph.D. from the Indian Institute of Technology Patna, Patna, India, in 2015. He is a senior member of IEEE and a member of CCF.
邀请人:软件工程系 黄晨曦助理教授