Alan J. Michaels

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 52

Top Topics

Machine Learning

Radio Frequency

Phase Shift Keying

Top Venues

IEEE Internet Things J.

Publications

Lauren J. Wong, Braeden P. Muller, Sean McPherson, Alan J. Michaels
An Analysis of Radio Frequency Transfer Learning Behavior. Mach. Learn. Knowl. Extr. 6 (2) (2024)
Braeden P. Muller, Lauren J. Wong, Alan J. Michaels
Sensitivity Analysis of RFML Applications. IEEE Access 12 (2024)
Braeden P. Muller, Brennan E. Olds, Lauren J. Wong, Alan J. Michaels
Transferring Learned Behaviors between Similar and Different Radios. Sensors 24 (11) (2024)
Brennan E. Olds, Alan J. Michaels
Temperature Sensitivity of RFML Algorithms. ICC Workshops (2024)
Michael Fletcher, Eric Paulz, Devin B. Ridge, Alan J. Michaels
Low-Latency Wireless Network Extension for Industrial Internet of Things. Sensors 24 (7) (2024)
Lori Bowler, Alan J. Michaels
Evaluating HPA Effects on Chaotic Sequence Spread Spectrum Detectability. IEEE Access 11 (2023)
Braeden P. Muller, Lauren J. Wong, William H. Clark, Alan J. Michaels
A Real-World Dataset Generator for Specific Emitter Identification. IEEE Access 11 (2023)
Jack B. Harrison, Joseph R. Harrison, Madison G. Boswell, Alan J. Michaels
A Hierarchical Database of One Million Websites. SecDev (2022)
Lauren J. Wong, Sean McPherson, Alan J. Michaels
Quantifying Raw RF Dataset Similarity for Transfer Learning Applications. IEEE Open J. Commun. Soc. 3 (2022)
Lauren J. Wong, Alan J. Michaels
Transfer Learning for Radio Frequency Machine Learning: A Taxonomy and Survey. Sensors 22 (4) (2022)
William H. Clark IV, Alan J. Michaels
Quantifying and Extrapolating Data Needs in Radio Frequency Machine Learning. CoRR (2022)
Alan J. Michaels, Venkata Sai Srikar Palukuru, Michael Fletcher, Chris Henshaw, Steven Williams, Thomas Krauss, James Lawlis, John Moore
CAN Bus Message Authentication via Co-Channel RF Watermark. IEEE Trans. Veh. Technol. 71 (4) (2022)
M. R. Williamson, William C. Headley, William H. Clark, Joey McCollum, Thomas Krauss, L. Lusk, D. Jenkins, T. Villemez, Megan Moore, Daniel J. Jakubisin, A. Poetter, Alan J. Michaels, A. A. Louis Beex, Joseph D. Gaeddert
Multi-Antenna Pre-processing for Improved RFML in Congested Spectral Environments. DySPAN (2021)
William H. Clark, Alan J. Michaels
Quantifying Dataset Quality in Radio Frequency Machine Learning. MILCOM (2021)
Lauren Maunder, Joshua Lyons, Lauren Anderson, Joe Harrison, Brian Timana-Gomez, Paul O'Donnell, Kiernan B. George, Alan J. Michaels
Identifying Corporate Political Trends Online. ISI (2021)
Alan J. Michaels
Introducing Undergraduates to Restricted Research. FIE (2021)
Joe Harrison, Joshua Lyons, Lauren Anderson, Lauren Maunder, Paul O'Donnell, Kiernan B. George, Alan J. Michaels
Quantifying Use and Abuse of Personal Information. ISI (2021)
Lauren J. Wong, William H. Clark, Bryse Flowers, R. Michael Buehrer, William C. Headley, Alan J. Michaels
An RFML Ecosystem: Considerations for the Application of Deep Learning to Spectrum Situational Awareness. IEEE Open J. Commun. Soc. 2 (2021)
Paul O'Donnell, Joe Harrison, Joshua Lyons, Lauren Anderson, Lauren Maunder, Sarah Ramboyong, Alan J. Michaels
Quantitative Rubric for Privacy Policy Analysis. DPM/CBT@ESORICS (2021)
Alan J. Michaels, Lauren J. Wong
Multinomial-Based Decision Synthesis of ML Classification Outputs. MDAI (2021)
Lauren J. Wong, Emily Altland, Joshua Detwiler, Paolo Fermin, Julia Mahon Kuzin, Nathan Moeliono, Abdelrahman Said Abdalla, William C. Headley, Alan J. Michaels
Resilience Improvements for Space-Based Radio Frequency Machine Learning. ISNCC (2020)
William H. Clark IV, Steven C. Hauser, William C. Headley, Alan J. Michaels
Training Data Augmentation for Deep Learning RF Systems. CoRR (2020)
Kaleb Kleine, Jeffrey H. Reed, Alan J. Michaels
A 256-point Analog Discrete-Time FFT. MWSCAS (2020)
Eric E. Petrosky, Alan J. Michaels, Devin B. Ridge
Network Scalability Comparison of IEEE 802.15.4 and Receiver-Assigned CDMA. IEEE Internet Things J. 6 (4) (2019)
Alan J. Michaels, Michael Fletcher
Frequency-Selective High-Order Phase Shift Keying. MILCOM (2019)
Jason M. McGinthy, Lauren J. Wong, Alan J. Michaels
Groundwork for Neural Network-Based Specific Emitter Identification Authentication for IoT. IEEE Internet Things J. 6 (4) (2019)
Lauren J. Wong, William C. Headley, Alan J. Michaels
Specific Emitter Identification Using Convolutional Neural Network-Based IQ Imbalance Estimators. IEEE Access 7 (2019)
Eric E. Petrosky, Alan J. Michaels, Joseph M. Ernst
A Low Power IoT Medium Access Control for Receiver-Assigned CDMA. Int. J. Interdiscip. Telecommun. Netw. 11 (2) (2019)
Michael Fletcher, Alan J. Michaels, Devin B. Ridge
Fallthrough Correlation Techniques for Arbitrary-Phase Spread Spectrum Waveforms. IEEE Access 7 (2019)
Samuel Bair, Matthew DelVecchio, Bryse Flowers, Alan J. Michaels, William C. Headley
On the Limitations of Targeted Adversarial Evasion Attacks Against Deep Learning Enabled Modulation Recognition. WiseML@WiSec (2019)
Michael Fletcher, Joseph D. Gaeddert, Alan J. Michaels
Physical Layer Firewall Design using Co-Channel Underlay-Based Watermark Authentication. MILCOM (2019)
Jason M. McGinthy, Alan J. Michaels
Secure Industrial Internet of Things Critical Infrastructure Node Design. IEEE Internet Things J. 6 (5) (2019)
Jason M. McGinthy, Alan J. Michaels
Further Analysis of PRNG-Based Key Derivation Functions. IEEE Access 7 (2019)
Jason M. McGinthy, Alan J. Michaels
Session Key Derivation for Low Power IoT Devices. BigDataSecurity/HPSC/IDS (2018)
Austin P. Arechiga, Alan J. Michaels
The Robustness of Modern Deep Learning Architectures against Single Event Upset Errors. HPEC (2018)
Alan J. Michaels
Improved RNS-based PRNGs. ARES (2018)
Alan J. Michaels
High-Order PSK Signaling (HOPS) Techniques for Low-Power Spread Spectrum Communications. WOWMOM (2018)
Lauren J. Wong, William C. Headley, Seth Andrews, Ryan M. Gerdes, Alan J. Michaels
Clustering Learned CNN Features from Raw I/Q Data for Emitter Identification. MILCOM (2018)
Jonathan Thews, Alan O'Donnell, Alan J. Michaels
Simulation of 3D Printed Antenna System using Liquid Metal Antenna Elements. AHS (2018)
Joseph M. Ernst, Alan J. Michaels
LIN Bus Security Analysis. IECON (2018)
Jason M. McGinthy, Alan J. Michaels
Lightweight Internet of Things Encryption Using Galois Extension Field Arithmetic. iThings/GreenCom/CPSCom/SmartData (2018)
Austin P. Arechiga, Alan J. Michaels
The effect of weight errors on neural networks. CCWC (2018)
Lauren J. Wong, William C. Headley, Alan J. Michaels
Estimation of transmitter I/Q imbalance using convolutional neural networks. CCWC (2018)
Jason M. McGinthy, Alan J. Michaels
Semi-Coherent Transmission Security for Low Power IoT Devices. iThings/GreenCom/CPSCom/SmartData (2018)
Jonathan Thews, Alan O'Donnell, Alan J. Michaels
Design and analysis of two-dimensional parasitic liquid metal monopole array. MILCOM (2017)
Alan J. Michaels, Matthew Meadows, Joseph M. Ernst
PRNG sequence combination techniques via Galois extension fields. MILCOM (2017)
Steven C. Hauser, William C. Headley, Alan J. Michaels
Signal detection effects on deep neural networks utilizing raw IQ for modulation classification. MILCOM (2017)
Andrew Kolodgie, Paul Berges, Ryan Burrow, Mark Carman, Josh Collins, Sam Bair, Geffrey D. Moy, Joseph M. Ernst, Alan J. Michaels
Enhanced TPMS security through acceleration timed transmissions. MILCOM (2017)
Jonathan Thews, Alan O'Donnell, Alan J. Michaels
Design and analysis of dual helix liquid metal antenna. MILCOM (2017)
Alan J. Michaels, David B. Chester
Adaptive correlation techniques for spread spectrum communication systems. MILCOM (2016)
Alan J. Michaels, William C. Headley, Joseph M. Ernst, Seth D. Hitefield
Enhanced PHY-layer security via co-channel underlays. IPCCC (2016)
Deirdre K. Kilcoyne, Shiri Bendelac, Joseph M. Ernst, Alan J. Michaels
Tire Pressure Monitoring System encryption to improve vehicular security. MILCOM (2016)
Herald Beljour, Steve Lescrinier, Ogechi Palmer, Alan J. Michaels, Ray Mathes, Michael Beeler, Todd Reinking, Mike Phillips
FAST Digital IF Architecture and Open Standard Digital IF Interfaces. MILCOM (2014)
Alan J. Michaels, Chad C. Lau
Performance of Percent Gaussian Orthogonal Signaling Waveforms. MILCOM (2014)
Alan J. Michaels, Chad C. Lau
Performance of CSSS Signals with Orthogonal Overlay Codes. MILCOM (2014)
Alan J. Michaels, Chad C. Lau
Generalized Multi-carrier Chaotic Shift Keying. MILCOM (2014)
Alan J. Michaels, Chad C. Lau
Quantization Effects in Digital Chaotic Communication Systems. MILCOM (2013)
Alan J. Michaels
Pulse rotation modulations for spread spectrum communication systems. MILCOM (2012)
Alan J. Michaels
A maximal entropy digital chaotic circuit. ISCAS (2011)