… : port-based, payload-based, and flow-based statistical … network traffic classification methods.
In particular, we focus on … trained to predict the characteristics of real-world traffic flows (eg, …

… -session structure and payload statistical characteristics (PSC) are … traffic from time dimension
and content dimension. … in the real-time environment, it is easy to normalize the payload. …

… In this paper, 6 different kinds of VPN traffic are identified and classified based on the feature
we … Based on the extracted statistical features, our work apply ML algorithms to identify and …

… contents, such as port-based approaches and payload-… transition characteristics of the packet
length, and the statistical … length feature can barely support real-time detection, and other …

… to signatures and statistical properties of payload, flow level, … for traffic classification using
application characteristics. In … of using our proposed model for real-time classification. Finally…

… and real-time traffic classification; exploiting the statistical … traffic classification schemes
based on their characteristics. … comparable traffic clusters as per their their payload content. “…

… ensures a higher priority to the real-time applications' traffic to be processed by the different
… [64] addressed the efficiency of applying payload size statistical features, including mean, …

… Accurate and real-time network traffic classification is essential … statistics-based,
correlation-based, behavior-based, payload-… used feature selection algorithms in traffic …

… Note that we cannot use the RTP Payload Type field for this, … a real-time classification system,
we create features that can … for internet traffic classification using machine learning,” IEEE …

… According to the statistics of Firefox, the global usage of encrypted web pages increased …
-feature-based methods use the packet bytes directly, including packet header and payload …