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cs.CR2019
Adversarial Machine Learning Attack on Modulation Classification
Muhammad Usama, Muhammad Asim, Junaid Qadir +2
Modulation classification is an important component of cognitive self-driving networks. Recently many ML-based modulation classification methods have been proposed. We have evaluat…
cs.CR2019
Adversarial ML Attack on Self Organizing Cellular Networks
Salah-ud-din Farooq, Muhammad Usama, Junaid Qadir +1
Deep Neural Networks (DNN) have been widely adopted in self-organizing networks (SON) for automating different networking tasks. Recently, it has been shown that DNN lack robustnes…