Identification of encrypted and malicious network traffic based on one-dimensional convolutional neural network

Y Zhou, H Shi, Y Zhao, W Ding, J Han, H Sun… - Journal of Cloud …, 2023 - Springer
The rapid advancement of the Internet has brought a exponential growth in network traffic. At
present, devices deployed at edge nodes process huge amount of data, extract key features …

[PDF][PDF] A New Machine Learning-based Hybrid Intrusion Detection System and Intelligent Routing Algorithm for MPLS Network

MA Ridwan, NAM Radzi, KHM Azmi… - … Journal of Advanced …, 2023 - researchgate.net
Machine Learning (ML) is seen as a promising application that offers autonomous learning
and provides optimized solutions to complex problems. The current Multiprotocol Label …