The widespread adoption of encrypted communication protocols has significantly enhanced
network security and user privacy, simultaneously elevating the importance of encrypted …

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 …

Massive amounts of real-time streaming network data are generated quickly because of the
exponential growth of applications. Analyzing patterns in generated flow traffic streaming …

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 …

Encrypted traffic classification (ETC) requires differentiated and robust traffic representation
captured from content-agnostic and imbalanced traffic data for accurate classification, which …

Mobile Internet has profoundly reshaped modern lifestyles in various aspects. Encrypted
Traffic Classification (ETC) naturally plays a crucial role in managing mobile Internet …

Network traffic classification plays a crucial role in network management and cyberspace
security. As the Internet evolves with new applications and protocols, traditional machine …

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 …

Traditional network intrusion detection systems excel at screening known attack types, but
face significant challenges when dealing with unseen malicious traffic, often misclassifying …

Identifying Decentralized Applications (DApps) from encrypted network traffic plays an
important role in areas such as network management and threat detection. However, DApps …