4 papers · 1 filter
Assessing Adversarial Replay and Deep Learning-Driven Attacks on Specific Emitter Identification-based Security Approaches
Joshua H. Tyler, Mohamed K. M. Fadul, Matthew R. Hilling +2
Specific Emitter Identification (SEI) detects, characterizes, and identifies emitters by exploiting distinct, inherent, and unintentional features in their transmitted signals. Sin…
An Investigation into the Impacts of Deep Learning-based Re-sampling on Specific Emitter Identification Performance
Mohamed K. M. Fadul, Donald R. Reising, Lakmali P. Weerasena
Increasing Internet of Things (IoT) deployments present a growing surface over which villainous actors can carry out attacks. This disturbing revelation is amplified by the fact th…
Improving RF-DNA Fingerprinting Performance in an Indoor Multipath Environment Using Semi-Supervised Learning
Mohamed k. Fadul, Donald R. Reising, Lakmali P. Weerasena +2
The number of Internet of Things (IoT) deployments is expected to reach 75.4 billion by 2025. Roughly 70% of all IoT devices employ weak or no encryption; thus, putting them and th…
Preprint: Using RF-DNA Fingerprints To Classify OFDM Transmitters Under Rayleigh Fading Conditions
Mohamed Fadul, Donald Reising, T. Daniel Loveless +1
The Internet of Things (IoT) is a collection of Internet connected devices capable of interacting with the physical world and computer systems. It is estimated that the IoT will co…