139 citations · 509 across the 82 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 3 cited
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu +1
Machine learning has been applied to a broad range of applications and some of them are available online as application programming interfaces (APIs) with either free (trial) or pa…
cs.NI2018★ 13 cited
Deep Learning for Launching and Mitigating Wireless Jamming Attacks
Tugba Erpek, Yalin E. Sagduyu, Yi Shi
An adversarial machine learning approach is introduced to launch jamming attacks on wireless communications and a defense strategy is presented. A cognitive transmitter uses a pre-…
cs.NI2018
Generative Adversarial Learning for Spectrum Sensing
Kemal Davaslioglu, Yalin E. Sagduyu
A novel approach of training data augmentation and domain adaptation is presented to support machine learning applications for cognitive radio. Machine learning provides effective…