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 · 132 citations · Full text

Computing, Computer Science, Information Technology +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 · 49 citations

Computing, Computer Science, Cybersecurity +17

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 · 37 citations

Computing, Computer Science, Information Technology +17

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 · 32 citations

Computing, Computer Science, Feature Engineering +16

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

Ruijie Zhao, Xianwen Deng, Yanhao Wang et al. · 2022 · 18 citations

Computing, Computer Science, Cybersecurity +17