SignCRF: Scalable Channel-Agnostic Data-Driven Radio Authentication System.

Amani Al-Shawabka

Amani Al-Shawabka Philip Pietraski Sudhir B. Pattar Pedram Johari Tommaso Melodia SignCRF: Scalable Channel-Agnostic Data-Driven Radio Authentication System. 9383-9394 2025 October 24 IEEE Trans. Mob. Comput. 10 https://doi.org/10.1109/TMC.2025.3564556 db/journals/tmc/tmc24.html#AlShawabkaPPJM25 streams/journals/tmc

Amani Al-Shawabka Philip Pietraski Sudhir B. Pattar Pedram Johari Tommaso Melodia SignCRF: Scalable Channel-agnostic Data-driven Radio Authentication System. 2023 abs/2303.12811 CoRR https://doi.org/10.48550/arXiv.2303.12811 db/journals/corr/corr2303.html#abs-2303-12811

Francesco Restuccia 0001 Salvatore D'Oro Amani Al-Shawabka Bruno Costa Rendon Kaushik R. Chowdhury Stratis Ioannidis Tommaso Melodia Generalized Wireless Adversarial Deep Learning. 109264 2022 216 Comput. Networks https://doi.org/10.1016/j.comnet.2022.109264 db/journals/cn/cn216.html#RestucciaDARCIM22

Francesco Restuccia 0001 Salvatore D'Oro Amani Al-Shawabka Bruno Costa Rendon Stratis Ioannidis Tommaso Melodia DeepFIR: Channel-Robust Physical-Layer Deep Learning Through Adaptive Waveform Filtering. 8054-8066 2021 20 IEEE Trans. Wirel. Commun. 12 https://doi.org/10.1109/TWC.2021.3089878 db/journals/twc/twc20.html#RestucciaDARIM21

Amani Al-Shawabka Philip Pietraski Sudhir B. Pattar Francesco Restuccia 0001 Tommaso Melodia DeepLoRa: Fingerprinting LoRa Devices at Scale Through Deep Learning and Data Augmentation. 251-260 2021 MobiHoc https://doi.org/10.1145/3466772.3467054 conf/mobihoc/2021 db/conf/mobihoc/mobihoc2021.html#Al-ShawabkaPPRM21

Lorenzo Bertizzolo Leonardo Bonati Emrecan Demirors Amani Al-Shawabka Salvatore D'Oro Francesco Restuccia 0001 Tommaso Melodia Arena: A 64-antenna SDR-based ceiling grid testing platform for sub-6 GHz 5G-and-Beyond radio spectrum research. 107436 2020 181 Comput. Networks https://doi.org/10.1016/j.comnet.2020.107436 db/journals/cn/cn181.html#BertizzoloBDADR20

Amani Al-Shawabka Francesco Restuccia 0001 Salvatore D'Oro Tommaso Melodia Massive-Scale I/Q Datasets for WiFi Radio Fingerprinting. 107566 2020 182 Comput. Networks https://doi.org/10.1016/j.comnet.2020.107566 db/journals/cn/cn182.html#Al-ShawabkaRDM20

Amani Al-Shawabka Francesco Restuccia 0001 Salvatore D'Oro Tong Jian Bruno Costa Rendon Nasim Soltani Jennifer G. Dy Stratis Ioannidis Kaushik R. Chowdhury Tommaso Melodia Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting. 646-655 2020 INFOCOM https://doi.org/10.1109/INFOCOM41043.2020.9155259 conf/infocom/2020 db/conf/infocom/infocom2020.html#Al-ShawabkaRDJR20 Francesco Restuccia 0001 Salvatore D'Oro Amani Al-Shawabka Bruno Costa Rendon Kaushik R. Chowdhury Stratis Ioannidis Tommaso Melodia Generalized wireless adversarial deep learning. 49-54 2020 WiseML@WiSec https://doi.org/10.1145/3395352.3402625 conf/wisec/2020wiseml db/conf/wisec/wiseml2020.html#RestucciaDARCIM20

Francesco Restuccia 0001 Salvatore D'Oro Amani Al-Shawabka Bruno Costa Rendon Kaushik R. Chowdhury Stratis Ioannidis Tommaso Melodia Hacking the Waveform: Generalized Wireless Adversarial Deep Learning. 2020 abs/2005.02270 CoRR https://arxiv.org/abs/2005.02270 db/journals/corr/corr2005.html#abs-2005-02270

Francesco Restuccia 0001 Salvatore D'Oro Amani Al-Shawabka Bruno Costa Rendon Stratis Ioannidis Tommaso Melodia DeepFIR: Addressing the Wireless Channel Action in Physical-Layer Deep Learning. 2020 abs/2005.04226 CoRR https://arxiv.org/abs/2005.04226 db/journals/corr/corr2005.html#abs-2005-04226

Kunal Sankhe Kaushik R. Chowdhury Francesco Restuccia 0001 Salvatore D'Oro Tong Jian Zifeng Wang 0002 Amani Al-Shawabka Jennifer G. Dy Tommaso Melodia Stratis Ioannidis Impairment Shift Keying: Covert Signaling by Deep Learning of Controlled Radio Imperfections. 598-603 2019 MILCOM https://doi.org/10.1109/MILCOM47813.2019.9021079 conf/milcom/2019 db/conf/milcom/milcom2019.html#SankheCRDJWADMI19 Francesco Restuccia 0001 Salvatore D'Oro Amani Al-Shawabka Mauro Belgiovine Luca Angioloni Stratis Ioannidis Kaushik R. Chowdhury Tommaso Melodia DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms. 51-60 2019 MobiHoc https://doi.org/10.1145/3323679.3326503 conf/mobihoc/2019 db/conf/mobihoc/mobihoc2019.html#RestucciaDABAIC19

Francesco Restuccia 0001 Salvatore D'Oro Amani Al-Shawabka Mauro Belgiovine Luca Angioloni Stratis Ioannidis Kaushik R. Chowdhury Tommaso Melodia DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms. 2019 abs/1904.07623 CoRR http://arxiv.org/abs/1904.07623 db/journals/corr/corr1904.html#abs-1904-07623

Luca Angioloni Mauro Belgiovine Lorenzo Bertizzolo Leonardo Bonati Kaushik R. Chowdhury Emrecan Demirors Salvatore D'Oro Jennifer G. Dy Stratis Ioannidis Tong Jian Pedram Johari Tommaso Melodia Sudhir B. Pattar Philip Pietraski Bruno Costa Rendon Francesco Restuccia 0001 Kunal Sankhe Nasim Soltani Zifeng Wang 0002