The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.
The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.
AS-DMF framework guide
Weak Indication Framework: Efficient C++ library for (Encrypted) Network Traffic Analysis
Website Fingerprinting from a Protocol-Centric Perspective
NETD (Dynamic Non-I.I.D. Encrypted Traffic Dataset), a dataset designed to support research on Out-of-Distribution generalization for encrypted traffic classification. NETD is constructed by introducing controlled distributional shifts into existing public datasets, allowing researchers to evaluate model robustness under varying conditions.
Binary VPN Traffic Detection Using Wavelet Features and Machine Learning
Machine Learning for human detection on encrypted video streams 🧠
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