76 citations · 135 across the 7 of their papers we have counts for
7 papers
Transformers -- Messages in Disguise
Joshua H. Tyler, Mohamed K. M. Fadul, Donald R. Reising
Modern cryptography, such as Rivest Shamir Adleman (RSA) and Secure Hash Algorithm (SHA), has been designed by humans based on our understanding of cryptographic methods. Neural Ne…
Recovery of Quantum Correlations using Machine Learning
Edward W. Steele, Donald R. Reising, Tian Li
Quantum sources with strong correlations are essential but delicate resources in quantum information science and engineering. Decoherence and loss are the primary factors that degr…
Learning from Power Signals: An Automated Approach to Electrical Disturbance Identification Within a Power Transmission System
Jonathan D. Boyd, Joshua H. Tyler, Anthony M. Murphy +1
As power quality becomes a higher priority in the electric utility industry, the amount of disturbance event data continues to grow. Utilities do not have the required personnel to…
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…
Pre-print: Radio Identity Verification-based IoT Security Using RF-DNA Fingerprints and SVM
Donald Reising, Joseph Cancelleri, T. Daniel Loveless +2
It is estimated that the number of IoT devices will reach 75 billion in the next five years. Most of those currently, and to be deployed, lack sufficient security to protect themse…
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…