GRAIN: Granular multi-label encrypted traffic classification using classifier chain

• Main Authors: Faiz Zaki, Firdaus Afifi, Shukor Abd Razak, Abdullah Gani, Nor Badrul Anuar
• Format: Article
• Language: English; English
• Published: Elsevier 2022
• Subjects: QA1-43 General
• Online Access: https://eprints.ums.edu.my/id/eprint/33557/2/GRAIN%2C%20Granular%20multi-label%20encrypted%20traffic%20classification%20using%20classifier%20chain.ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/33557/1/GRAIN%2C%20Granular%20multi-label%20encrypted%20traffic%20classification%20using%20classifier%20chain.pdf; https://eprints.ums.edu.my/id/eprint/33557/; https://www.sciencedirect.com/science/article/abs/pii/S1389128622002213; https://doi.org/10.1016/j.comnet.2022.109084

Granular traffic classification categorizes traffic into detailed classes like application names and services. Application names represent parent applications, such as Facebook, while application services are the individual actions within the parent application, such as Facebook-comment. These granu...