IOTSC TALK SERIES: CSI-Based RF Fingerprinting of WiFi Devices: From Signal Processing to Deep Learning

Dear Colleagues and Students,
The State Key Laboratory of Internet of Things for Smart City would like to invite you to join our IOTSC Talk Series on 29/04/2024 (Monday). We are pleased to invite Prof. He CHEN from Department of Information Engineering at the Chinese University of Hong Kong as the speaker.

CSI-Based RF Fingerprinting of WiFi Devices: From Signal Processing to Deep Learning
Speaker: Prof. He CHEN, Department of Information Engineering at the Chinese University of Hong Kong
Date: 29/04/2024 (Monday)
Time: 11:00 – 12:00
Language: English
Venue: N21-5010

Abstract:
This talk introduces CSI-RFF, a new framework that uses micro-signals present in Channel State Information (CSI) to facilitate radio-frequency fingerprinting of commodity off-the-shelf (COTS) WiFi devices for open-set authentication. These micro-signals, termed ‘micro-CSI,’ primarily arise from imperfections in the RF circuitry and are detectable across WiFi 4/5/6 network interface cards (NICs). The challenge in leveraging micro-CSI for authentication stems from its entanglement with distortions introduced by wireless channels, referred to as true CSI. This complex interplay makes separating these components non-trivial. To address this, we have developed a signal space-based extraction technique targeted for Line-of-Sight (LoS) scenarios, which effectively isolates the channel distortions from micro-CSI.

Speaker’s Bio:
Dr. He (Henry) CHEN is currently an Assistant Professor in the Department of Information Engineering at the Chinese University of Hong Kong (CUHK), Hong Kong SAR, China. He received his Ph.D. degree in Electrical Engineering from The University of Sydney, Sydney, Australia. He was a Research Fellow with the School of Electrical and Information Engineering, The University of Sydney before joining CUHK. Dr. Chen’s current research interest includes wireless communication and networking, wireless sensing, and their applications in robotics. Dr. Chen is serving on the editorial board of IEEE Transactions on Wireless Communications, and he served on the editorial board of IEEE Wireless Communications Letters between 2020 and 2022.

For enquiries: Tel: 8822 9159
Email: frankielei@um.edu.mo

Best Regards,
State Key Laboratory of Internet of Things for Smart City