Dimensionality Reduction for Machine Learning Based IoT Botnet Detection

The rapid development of the internet of things caused severe security problems such as the cyber attacks launched by extremely huge botnets comprised of IoT devices. The detection of these devices is essential for protecting the networks. Recently, some of the studies have demonstrated the high accuracy of machine learning methods, including deep learning, in detecting IoT botnets. However, the minimizing of the required features for...