Xê-mi-na khoa học
20/07/2021: ThS. Bùi Minh Tuấn (AVITECH), Learning based Friendly Jamming with Imperfect CSI for Security in MIMO
Using deep learning in physical layer security has been a topic of interest recently. In this talk, we present a method called learning based friendly jamming (FJ) to guarantee secrecy in MIMO wiretap channels. Unlike the previous works that require full channel state information (CSI) of legitimate channels, we show that it is possible to apply neural networks to develop a robust FJ method with imperfect CSI. We also introduce mutual information neural estimation based FJ and show that it is possible to guarantee secrecy without knowledge of channel model.
Speaker: ThS. Bùi Minh Tuấn, AVITECH
Time: 15:30, Tuesday, July 20, 2021
Venue: Webinar; Access code: https://bit.ly/3ilMeWR
Bui Minh Tuan received B.Sc. and M.Sc at The Le Quy Don Technical University, Hanoi, Vietnam in 2008 and 2013 respectively. He now work for The Military Institute of Science and Technology. His position is a researcher with the responsibility is conducting research on and developing equipment for the Army to meet the requirements of modern warfare. Tuan has been a Ph.D. student at VNU- UET since Sep 2019. His major is electronics and communications. His research interests include IoT, Physical Layer Security, and Computer Vision.