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

Characterization of Encrypted and VPN Traffic using Time-related Features

Gerard Draper-Gil, Arash Habibi Lashkari, Mohammad Saiful Islam Mamun et al. · 2016 · 1.1K citations · Full text

Computing, Computer Science, Cybersecurity +17

Malware traffic classification using convolutional neural network for representation learning

Wei Wang, Ming Zhu, Xuewen Zeng et al. · 2017 · 1K citations

Computing, Computer Engineering, Computer Science +17

Analyzing Android Encrypted Network Traffic to Identify User Actions

Mauro Conti, Luigi V. Mancini, Riccardo Spolaor et al. · IEEE Transactions on Information Forensics and Security · 2015 · 259 citations · Full text

Computing, Computer Science, Cybersecurity +16

Multi-classification approaches for classifying mobile app traffic

Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri et al. · Journal of Network and Computer Applications · 2017 · 179 citations

Computing, Information Technology, Machine Learning +13

DISTILLER: Encrypted traffic classification via multimodal multitask deep learning

Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri et al. · Journal of Network and Computer Applications · 2021 · 174 citations

Computing, Computer Science, Cybersecurity +12