A Multi-perspective Feature Approach to Few-shot Classification of IoT Traffic
The realization of Internet of Things (IoT) traffic classification is crucial to the management
and monitoring of the IoT network. Performing IoT traffic classification under a few-shot …
and monitoring of the IoT network. Performing IoT traffic classification under a few-shot …
Exploring the power of convolutional neural networks for encrypted industrial protocols recognition
E Holasova, P Blazek, R Fujdiak, J Masek… - … Energy, Grids and …, 2024 - Elsevier
The main objective of this paper is to classify unencrypted and encrypted industrial protocols
using deep learning, especially Convolutional Neural Networks. Protocol recognition is …
using deep learning, especially Convolutional Neural Networks. Protocol recognition is …
A Machine Learning-Based Toolbox for P4 Programmable Data-Planes
K Zhang, N Samaan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Intelligent data-planes (IDPs) can enhance network service performance and adaptation
speed by executing one or more machine learning (ML) models directly on the served flows …
speed by executing one or more machine learning (ML) models directly on the served flows …
An adaptive classification and updating method for unknown network traffic in open environments
In recent years, to address the classification problem of unknown traffic in open network
environments, numerous deep learning (DL)-based classification techniques have been …
environments, numerous deep learning (DL)-based classification techniques have been …