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A survey on encrypted network traffic: A comprehensive survey of identification/classification techniques, challenges, and future directions
Encrypted traffic detection and classification is a critical domain in network security,
increasingly essential in an era of pervasive encryption. This survey paper delves into …
increasingly essential in an era of pervasive encryption. This survey paper delves into …
GateKeeper: An UltraLite malicious traffic identification method with dual-aspect optimization strategies on IoT gateways
Abstract The Internet of Things (IoT) landscape is booming, and a wide range of IoT
endpoints has been integrated into various aspects of life, opening opportunities for …
endpoints has been integrated into various aspects of life, opening opportunities for …
Fast and accurate multi-task learning for encrypted network traffic classification
The classification of encrypted traffic plays a crucial role in network management and
security. As encrypted network traffic becomes increasingly complicated and challenging to …
security. As encrypted network traffic becomes increasingly complicated and challenging to …
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 …
Early Traffic Classification with Encrypted ClientHello: a Multi-Country Study
Quality of service provisioning in modern networks requires traffic to be classified as quickly
as possible according to its requirements and service type. However, traffic classification …
as possible according to its requirements and service type. However, traffic classification …
Multi-Scale Convolutional Neural Networks optimized by elite strategy dung beetle optimization algorithm for encrypted traffic classification
The rapid development of the Internet has resulted in a wide range of traffic types. Encrypted
traffic was once considered the most secure option for online browsing and conducting …
traffic was once considered the most secure option for online browsing and conducting …
ServeFlow: A Fast-Slow Model Architecture for Network Traffic Analysis
Network traffic analysis increasingly uses complex machine learning models as the internet
consolidates and traffic gets more encrypted. However, over high-bandwidth networks, flows …
consolidates and traffic gets more encrypted. However, over high-bandwidth networks, flows …
[HTML][HTML] eXO: A commons-based community network Internet Service Provider, description and subscribers usage patterns
Abstract The advent of Wi-Fi in the 1990s stimulated the creation of Community networks
(CNs), a new networking paradigm deployed and maintained by their users. The non-profit …
(CNs), a new networking paradigm deployed and maintained by their users. The non-profit …
VPN-Encrypted Network Traffic Classification Using a Time-Series Approach
Network traffic classification provides value to organizations and Internet service providers
(ISPs). The identification of applications or services from network traffic enables …
(ISPs). The identification of applications or services from network traffic enables …
Online network traffic classification based on external attention and convolution by IP packet header
Y Hu, Z Zeng, J Song, L Xu, X Zhou - Computer Networks, 2024 - Elsevier
Network traffic classification is an important part of network monitoring and network
management. Three traditional methods for network traffic classification are flow-based …
management. Three traditional methods for network traffic classification are flow-based …