2019 MILCOM

Sessions Speakers Exhibitors Products Press Releases Floor Plan Buzz

Technical Paper Session: BDML-3: ML for RF Fingerprinting (Room Imagination)

13 Nov 19
2:00 PM - 3:15 PM

Tracks: Track 5: Big Data and ML for Tactical Networks, Unclassified Technical Paper Sessions

Chair: Yalin E Sagduyu (Intelligent Automation, Inc., USA)
Securing IoT RF Fingerprinting Systems with Generative Adversarial Networks
Kevin Merchant (US Naval Research Laboratory, USA); Bryan Nousain (Naval Research Laboratory, USA)
Enhanced RF Fingerprinting for IoT Devices with Recurrent Neural Networks
Kevin Merchant (US Naval Research Laboratory, USA); Bryan Nousain (Naval Research Laboratory, USA)
Impairment Shift Keying: Covert Signaling by Deep Learning of Controlled Radio Imperfections
Kunal Sankhe, Francesco Restuccia, Salvatore D'Oro, Tong Jian, Zifeng Wang, Amani Al-Shawabka, Jennifer Dy, Tommaso Melodia, Stratis Ioannidis and Kaushik Chowdhury (Northeastern University, USA)