Gang Xiong

FS-Net: A Flow Sequence Network For Encrypted Traffic Classification

Chang Liu, Longtao He, Gang Xiong et al. · 2019 · 455 citations

Convolutional Neural Network, Internet Traffic Analysis, Engineering +17

ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification

Xinjie Lin, Gang Xiong, Gaopeng Gou et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 377 citations · Full text

Convolutional Neural Network, Internet Traffic Analysis, Encrypted Traffic Classification +18

TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection

Sijia Li, Gaopeng Gou, Chang Liu et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 125 citations · Full text

MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints

Chang Liu, Zigang Cao, Gang Xiong et al. · 2018 · 99 citations

Internet Traffic Analysis, Engineering, Encrypted Traffic +20

I $^{2}$ RNN: An Incremental and Interpretable Recurrent Neural Network for Encrypted Traffic Classification

Zhuoxue Song, Ziming Zhao, Fan Zhang et al. · IEEE Transactions on Dependable and Secure Computing · 2023 · 48 citations

Network Flows, Encrypted Traffic Classification, Machine Learning +12