Xianwen Deng

Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation

Ruijie Zhao, Mingwei Zhan, Xianwen Deng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 101 citations · Full text

Convolutional Neural Network, Internet Traffic Analysis, Engineering +17

MT-FlowFormer: A Semi-Supervised Flow Transformer for Encrypted Traffic Classification

Ruijie Zhao, Xianwen Deng, Zhicong Yan et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 45 citations

Internet Traffic Analysis, Engineering, Machine Learning +18

A Novel Traffic Classifier With Attention Mechanism for Industrial Internet of Things

Ruijie Zhao, Yiteng Huang, Xianwen Deng et al. · IEEE Transactions on Industrial Informatics · 2023 · 27 citations

Convolutional Neural Network, Internet Traffic Analysis, Flow Transformer +27

A Novel Self-Supervised Framework Based on Masked Autoencoder for Traffic Classification

Ruijie Zhao, Mingwei Zhan, Xianwen Deng et al. · IEEE/ACM Transactions on Networking · 2024 · 26 citations

Flow Sequence-Based Anonymity Network Traffic Identification with Residual Graph Convolutional Networks

Ruijie Zhao, Xianwen Deng, Yanhao Wang et al. · 2022 · 16 citations

Internet Traffic Analysis, Engineering, Machine Learning +16