The enormous growth of services and data transmitted over the internet, the bloodstream of
modern civilization, has caused a remarkable increase in cyber attack threats. This fact has …

Malware traffic classification (MTC) plays an important role in cyber security and network
resource management for the secure Internet of Things (IoT). Many deep learning (DL) …

The prevailing of malware variants in ubiquitous Internet of Things (IoT) devices causes
enormous losses. Accurate and timely identification of malware variant traffic at an IoT edge …

Fixed-width Booth multipliers (FWBMs) generate a product with the same bit width as the
operand and have been extensively employed in many digital systems. Various truncation …

Network traffic classification has been highly concerned by academia and industry for
decades. In recent years, deep learning has attracted many scholars to use it in network …

As the internet industry evolves, the need for effective encrypted traffic classification (ETC)
becomes vital for network management and cybersecurity. Meanwhile, existing deep …

In a modern technological society, electronic engineering and design innovations are both
academic and practical engineering fields that involve systematic technological …

In the paper, decision trees and Bayes classifiers are applied to detect malware traffic in
computer networks and compared with the state-of-the-art convolutional neural network …