Amani Al-Shawabka

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Unsupervised Feature Learning

Weakly Supervised

Dielectric Constant

Top Venues

Comput. Networks

Publications

Amani Al-Shawabka, Philip Pietraski, Sudhir B. Pattar, Pedram Johari, Tommaso Melodia
SignCRF: Scalable Channel-agnostic Data-driven Radio Authentication System. CoRR (2023)
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Kaushik R. Chowdhury, Stratis Ioannidis, Tommaso Melodia
Generalized Wireless Adversarial Deep Learning. Comput. Networks 216 (2022)
Amani Al-Shawabka, Philip Pietraski, Sudhir B. Pattar, Francesco Restuccia, Tommaso Melodia
DeepLoRa: Fingerprinting LoRa Devices at Scale Through Deep Learning and Data Augmentation. MobiHoc (2021)
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Stratis Ioannidis, Tommaso Melodia
DeepFIR: Channel-Robust Physical-Layer Deep Learning Through Adaptive Waveform Filtering. IEEE Trans. Wirel. Commun. 20 (12) (2021)
Lorenzo Bertizzolo, Leonardo Bonati, Emrecan Demirors, Amani Al-Shawabka, Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia
Arena: A 64-antenna SDR-based ceiling grid testing platform for sub-6 GHz 5G-and-Beyond radio spectrum research. Comput. Networks 181 (2020)
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Kaushik R. Chowdhury, Stratis Ioannidis, Tommaso Melodia
Generalized wireless adversarial deep learning. WiseML@WiSec (2020)
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Stratis Ioannidis, Tommaso Melodia
DeepFIR: Addressing the Wireless Channel Action in Physical-Layer Deep Learning. CoRR (2020)
Amani Al-Shawabka, Francesco Restuccia, 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. INFOCOM (2020)
Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Kaushik R. Chowdhury, Stratis Ioannidis, Tommaso Melodia
Hacking the Waveform: Generalized Wireless Adversarial Deep Learning. CoRR (2020)
Amani Al-Shawabka, Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia
Massive-Scale I/Q Datasets for WiFi Radio Fingerprinting. Comput. Networks 182 (2020)
Francesco Restuccia, 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. CoRR (2019)
Kunal Sankhe, Kaushik R. Chowdhury, Francesco Restuccia, Salvatore D'Oro, Tong Jian, Zifeng Wang, Amani Al-Shawabka, Jennifer G. Dy, Tommaso Melodia, Stratis Ioannidis
Impairment Shift Keying: Covert Signaling by Deep Learning of Controlled Radio Imperfections. MILCOM (2019)
Francesco Restuccia, 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. MobiHoc (2019)