Kaushik Chowdhury

MAC ID Spoofing-Resistant Radio Fingerprinting

2019

We explore the resistance of deep learning methods for radio fingerprinting to MAC ID spoofing. We demonstrate that classifying transmission slices enables classification of a transmission with a fixed-length input deep classifier, enhances shift-invariance, and, …

Trust in 5G Open RANs through Machine Learning: RF Fingerprinting on the POWDER PAWR Platform

2020

5G and open radio access networks (Open RANs) will result in vendor-neutral hardware deployment that will require additional diligence towards managing security risks. This new paradigm will allow the same network infrastructure to support virtual …