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ORCIDWilliam C. Headley
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2020 – today
- 2020
[j6]Bryse Flowers, R. Michael Buehrer, William C. Headley:
Evaluating Adversarial Evasion Attacks in the Context of Wireless Communications. IEEE Trans. Inf. Forensics Secur. 15: 1102-1113 (2020)- [c24]Randeep S. Baweja, Devin Ridge, Harpreet S. Dhillon, William C. Headley:
FPGA Implementation of a Pseudo-Random Signal Generator for RF Hardware Test and Evaluation. IPCCC 2020: 1-7 - [c23]Megan Moore, William H. Clark, R. Michael Buehrer, William C. Headley:
When is Enough Enough? "Just Enough" Decision Making with Recurrent Neural Networks for Radio Frequency Machine Learning. IPCCC 2020: 1-7 - [c22]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: 1-5 - [c21]Matthew DelVecchio, Bryse Flowers, William C. Headley:
Effects of Forward Error Correction on Communications Aware Evasion Attacks. PIMRC 2020: 1-7 - [c20]Matthew DelVecchio, Vanessa Arndorfer, William C. Headley:
Investigating a spectral deception loss metric for training machine learning-based evasion attacks. WiseML@WiSec 2020: 43-48 - [i6]Yalin E. Sagduyu, Yi Shi, Tugba Erpek, William C. Headley, Bryse Flowers, George Stantchev, Zhuo Lu:
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions. CoRR abs/2001.08883 (2020) - [i5]Matthew DelVecchio, Bryse Flowers, William C. Headley:
Effects of Forward Error Correction on Communications Aware Evasion Attacks. CoRR abs/2005.13123 (2020) - [i4]Matthew DelVecchio, Vanessa Arndorfer, William C. Headley:
Investigating a Spectral Deception Loss Metric for Training Machine Learning-based Evasion Attacks. CoRR abs/2005.13124 (2020) - [i3]William H. Clark IV, Steven C. Hauser, William C. Headley, Alan J. Michaels:
Training Data Augmentation for Deep Learning RF Systems. CoRR abs/2010.00178 (2020)
2010 – 2019
- 2019
- [j5]Lauren J. Wong
, William C. Headley, Alan J. Michaels:
Specific Emitter Identification Using Convolutional Neural Network-Based IQ Imbalance Estimators. IEEE Access 7: 33544-33555 (2019) - [c19]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green:
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. DySPAN 2019: 1-10 - [c18]Bryse Flowers, R. Michael Buehrer, William C. Headley:
Communications Aware Adversarial Residual Networks for over the Air Evasion Attacks. MILCOM 2019: 133-140 - [c17]Parker D. White, R. Michael Buehrer, William C. Headley:
FHSS Signal Separation using Constrained Clustering. MILCOM 2019: 159-164 - [c16]William H. Clark, Vanessa Arndorfer, Brook Tamir, Daniel Kim, Cristian Vives, Hunter Morris, Lauren J. Wong, William C. Headley:
Developing RFML Intuition: An Automatic Modulation Classification Architecture Case Study. MILCOM 2019: 292-298 - [c15]Lauren J. Wong, Parker D. White, Michael Fowler, William C. Headley:
Distributed Automatic Modulation Classification with Compressed Data. MILCOM 2019: 299-304 - [c14]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: 25-30 - [i2]Bryse Flowers, R. Michael Buehrer, William C. Headley:
Evaluating Adversarial Evasion Attacks in the Context of Wireless Communications. CoRR abs/1903.01563 (2019) - [i1]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green:
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. CoRR abs/1909.11800 (2019) - 2018
- [c13]Lauren J. Wong, William C. Headley, Alan J. Michaels:
Estimation of transmitter I/Q imbalance using convolutional neural networks. CCWC 2018: 948-955 - [c12]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: 26-33 - [c11]Yue Xu, Jianyuan Yu, William C. Headley, R. Michael Buehrer:
Deep Reinforcement Learning for Dynamic Spectrum Access in Wireless Networks. MILCOM 2018: 207-212 - 2017
- [c10]Steven C. Hauser, William C. Headley, Alan J. Michaels:
Signal detection effects on deep neural networks utilizing raw IQ for modulation classification. MILCOM 2017: 121-127 - [c9]Joel T. Kees, Joseph M. Ernst, William C. Headley, A. A. Louis Beex:
Robust blind spectral estimation in the presence of non-Gaussian noise. MILCOM 2017: 629-634 - 2016
- [c8]Alan J. Michaels, William C. Headley, Joseph M. Ernst, Seth D. Hitefield:
Enhanced PHY-layer security via co-channel underlays. IPCCC 2016: 1-6 - 2014
- [j4]Stephen M. Dudley, William C. Headley, Marc Lichtman, Eyosias Yoseph Imana, Xiaofu Ma, Mahi Abdelbar, Aditya V. Padaki, Abid Ullah, Munawwar M. Sohul, Taeyoung Yang, Jeffrey H. Reed:
Practical Issues for Spectrum Management With Cognitive Radios. Proc. IEEE 102(3): 242-264 (2014) - [j3]Seyed Amir Hoseinitabatabaei, Alexander Gluhak, Rahim Tafazolli, William C. Headley:
Design, Realization, and Evaluation of uDirect-An Approach for Pervasive Observation of User Facing Direction on Mobile Phones. IEEE Trans. Mob. Comput. 13(9): 1981-1994 (2014) - 2013
- [c7]William C. Headley, V. Gautham Chavali, Claudio R. C. M. da Silva:
Maximum-likelihood modulation classification with incomplete channel information. ITA 2013: 1-4 - [c6]Marc Lichtman, William C. Headley, Jeffrey H. Reed:
Automatic Modulation Classification under IQ Imbalance Using Supervised Learning. MILCOM 2013: 1622-1627 - [c5]Michele Nati, Alexander Gluhak, Hamidreza Abangar, William C. Headley:
SmartCampus: A user-centric testbed for Internet of Things experimentation. WPMC 2013: 1-6 - 2011
- [j2]William C. Headley, V. Gautham Chavali, Claudio R. C. M. da Silva:
Exploiting Radio Correlation and Reliability Information in Collaborative Spectrum Sensing. IEEE Commun. Lett. 15(8): 825-827 (2011) - [j1]William C. Headley, Claudio R. C. M. da Silva:
Asynchronous Classification of Digital Amplitude-Phase Modulated Signals in Flat-Fading Channels. IEEE Trans. Commun. 59(1): 7-12 (2011)
2000 – 2009
- 2009
- [c4]Christopher Robert Anderson, Haris Ioannis Volos, William C. Headley, R. Michael Buehrer, Francisco C. B. F. Müller:
Low-Antenna Ultra Wideband Spatial Correlation Analysis in a Forest Environment. VTC Spring 2009 - 2008
- [c3]William C. Headley, Jesse D. Reed, Claudio R. C. M. da Silva:
Distributed Cyclic Spectrum Feature-Based Modulation Classification. WCNC 2008: 1200-1204 - [c2]Christopher Robert Anderson, Haris Ioannis Volos, William C. Headley, Francisco C. B. F. Müller, R. Michael Buehrer:
Low Antenna Ultra Wideband Propagation Measurements and Modeling in a Forest Environment. WCNC 2008: 1229-1234 - 2007
- [c1]Haris Ioannis Volos, Christopher Robert Anderson, William C. Headley, R. Michael Buehrer, Claudio R. C. M. da Silva, Antonio Nieto:
Preliminary UWB Propagation Measurements in an Underground Limestone Mine. GLOBECOM 2007: 3770-3774
Coauthor Index
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