Alan J. Michaels

Groundwork for Neural Network-Based Specific Emitter Identification Authentication for IoT

Jason M. McGinthy, Lauren J. Wong, Alan J. Michaels · IEEE Internet of Things Journal · 2019 · 102 citations

Engineering, Smart Systems, Iot Communication +14

Specific Emitter Identification Using Convolutional Neural Network-Based IQ Imbalance Estimators

Lauren J. Wong, William Christopher Headley, Alan J. Michaels · IEEE Access · 2019 · 98 citations · Full text

Emitter Imparts, Engineering, Machine Learning +6

Clustering Learned CNN Features from Raw I/Q Data for Emitter Identification

Lauren J. Wong, William C. Headley, Seth Andrews et al. · 2018 · 74 citations

Convolutional Neural Network, Engineering, Machine Learning +18

On the Limitations of Targeted Adversarial Evasion Attacks Against Deep Learning Enabled Modulation Recognition

Samuel Bair, Matthew DelVecchio, Bryse Flowers et al. · 2019 · 62 citations

Wireless Communications, Engineering, Machine Learning +11

Signal detection effects on deep neural networks utilizing raw IQ for modulation classification

Steven C. Hauser, William C. Headley, Alan J. Michaels · 2017 · 55 citations

Wireless Communications, Mobile Signal Processing, Engineering +16