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Amani Al-Shawabka
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2020 – today
- 2023
- [i4]Amani Al-Shawabka, Philip Pietraski, Sudhir B. Pattar, Pedram Johari, Tommaso Melodia
:
SignCRF: Scalable Channel-agnostic Data-driven Radio Authentication System. CoRR abs/2303.12811 (2023) - 2022
- [j4]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: 109264 (2022) - 2021
- [j3]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): 8054-8066 (2021) - [c5]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: 251-260 - 2020
- [j2]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: 107436 (2020) - [j1]Amani Al-Shawabka
, Francesco Restuccia, Salvatore D'Oro
, Tommaso Melodia
:
Massive-Scale I/Q Datasets for WiFi Radio Fingerprinting. Comput. Networks 182: 107566 (2020) - [c4]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: 646-655 - [c3]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: 49-54 - [i3]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 abs/2005.02270 (2020) - [i2]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 abs/2005.04226 (2020)
2010 – 2019
- 2019
- [c2]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: 598-603 - [c1]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: 51-60 - [i1]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 abs/1904.07623 (2019)
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