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.

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.

AS-DMF framework guide

Weak Indication Framework: Efficient C++ library for (Encrypted) Network Traffic Analysis

Website Fingerprinting from a Protocol-Centric Perspective

Binary VPN Traffic Detection Using Wavelet Features and Machine Learning

Machine Learning for human detection on encrypted video streams 🧠