Identification of OFDM-based radios under rayleigh fading using RF-DNA and deep learning MKM Fadul, DR Reising, M Sartipi IEEE Access 9, 17100-17113, 2021 | 45 | 2021 |
Nelder-mead simplex channel estimation for the RF-DNA fingerprinting of OFDM transmitters under Rayleigh fading conditions M Fadul, D Reising, TD Loveless, A Ofoli IEEE Transactions on Information Forensics and Security 16, 2381-2396, 2021 | 38 | 2021 |
RF-DNA fingerprint classification of OFDM signals using a Rayleigh fading channel model MKM Fadul, DR Reising, TD Loveless, AR Ofoli 2019 IEEE Wireless Communications and Networking Conference (WCNC), 1-7, 2019 | 33 | 2019 |
Simplified denoising for robust specific emitter identification of preamble-based waveforms JH Tyler, MKM Fadul, DR Reising, E Kaplanoglu 2021 IEEE Global Communications Conference (GLOBECOM), 1-7, 2021 | 20 | 2021 |
Adversarial machine learning for enhanced spread spectrum communications MKM Fadul, DR Reising, KT Arasu, MR Clark MILCOM 2021-2021 IEEE Military Communications Conference (MILCOM), 783-788, 2021 | 15 | 2021 |
Improving rf-dna fingerprinting performance in an indoor multipath environment using semi-supervised learning MKM Fadul, DR Reising, LP Weerasena, TD Loveless, M Sartipi, JH Tyler IEEE Transactions on Information Forensics and Security, 2024 | 12 | 2024 |
Assessing the presence of intentional waveform structure in preamble-based sei JH Tyler, MKM Fadul, DR Reising, Y Liang GLOBECOM 2022-2022 IEEE Global Communications Conference, 4129-4135, 2022 | 10 | 2022 |
An analysis of process parameters for the optimization of specific emitter identification under rayleigh fading MKM Fadul, JT Willis, DR Reising, TD Loveless Global IoT Summit, 277-291, 2022 | 7 | 2022 |
Considerations, advances, and challenges associated with the use of specific emitter identification in the security of internet of things deployments: A survey JH Tyler, MKM Fadul, DR Reising Information 14 (9), 479, 2023 | 6 | 2023 |
An assessment of entropy-based data reduction for SEI within IoT applications MA Taha, MKM Fadul, JH Tyler, DR Reising, TD Loveless MILCOM 2022-2022 IEEE Military Communications Conference (MILCOM), 385-392, 2022 | 6 | 2022 |
Supervised deep learning and classification of single-event transients T Peyton, JL Carpenter, S Camp, M Fadul, B Dean, DR Reising, ... IEEE Transactions on Nuclear Science 70 (8), 1740-1746, 2023 | 4 | 2023 |
The impact of Rayleigh fading channel effects on the RF-DNA fingerprinting process M Fadul University of Tennessee at Chattanooga, 2018 | 4 | 2018 |
RF Fingerprint-based Identity Verification in the Presence of an SEI Mimicking Adversary DR Reising, JH Tyler, MKM Fadul, MR Hilling, TD Loveless 2023 19th International Conference on Wireless and Mobile Computing …, 2023 | 2 | 2023 |
An investigation into the impacts of deep learning‐based re‐sampling on specific emitter identification performance MKM Fadul, DR Reising, LP Weerasena The Journal of Engineering 2023 (11), e12327, 2023 | 1 | 2023 |
CNN-based Emitter ID-Verification and Rogue Emitter Rejection for IoT Networks using Entropy-Informed RF-DNA Fingerprints AAH Mohammed, MA Taha, JH Tyler, MKM Fadul, DR Reising, ... MILCOM 2023-2023 IEEE Military Communications Conference (MILCOM), 377-384, 2023 | 1 | 2023 |
Assessing Adversarial Replay and Deep Learning-Driven Attacks on Specific Emitter Identification-based Security Approaches JH Tyler, MKM Fadul, MR Hilling, DR Reising, TD Loveless arXiv preprint arXiv:2308.03579, 2023 | 1 | 2023 |
Transformers--Messages in Disguise JH Tyler, MKM Fadul, DR Reising arXiv preprint arXiv:2411.10287, 2024 | | 2024 |
Improved RF Fingerprint-based Identity Verification in the Presence of an SEI Mimicking Adversary DR Reising, JH Tyler, MKM Fadul, MR Hilling, TD Loveless Journal of Cyber Security and Mobility, 887-916, 2024 | | 2024 |
Enhanced Communications Security via End-to-End Deep Adversarial Learning-driven Encoding MKM Fadul, DR Reising 2024 IEEE International Mediterranean Conference on Communications and …, 2024 | | 2024 |
Assessing Time Offset and Classifier Impacts on Preamble-based Cross-Collection SEI JH Tyler, DR Reising, MKM Fadul, M Sartipi 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 180-187, 2024 | | 2024 |