1. Improving security of the Internet of Things via RF fingerprinting based device identification system
2. Amani Al-Shawabka , Philip Pietraski , Sudhir B Pattar , Francesco Restuccia , and Tommaso Melodia . 2021 . DeepLoRa: Fingerprinting LoRa devices at scale through deep learning and data augmentation . In Proceedings of the Twenty-second International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. 251–260 . Amani Al-Shawabka, Philip Pietraski, Sudhir B Pattar, Francesco Restuccia, and Tommaso Melodia. 2021. DeepLoRa: Fingerprinting LoRa devices at scale through deep learning and data augmentation. In Proceedings of the Twenty-second International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. 251–260.
3. Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting
4. Assessment of Features and Classifiers for Bluetooth RF Fingerprinting
5. Feature Selection for RF Fingerprinting With Multiple Discriminant Analysis and Using ZigBee Device Emissions