| A novel intrusion detection method based on lightweight neural network for internet of things R Zhao, G Gui, Z Xue, J Yin, T Ohtsuki, B Adebisi, H Gacanin IEEE Internet of Things Journal 9 (12), 9960-9972, 2021 | 148 | 2021 |
| Intelligent intrusion detection based on federated learning aided long short-term memory R Zhao, Y Yin, Y Shi, Z Xue Physical Communication 42, 101157, 2020 | 126 | 2020 |
| Semisupervised federated-learning-based intrusion detection method for Internet of Things R Zhao, Y Wang, Z Xue, T Ohtsuki, B Adebisi, G Gui IEEE Internet of Things Journal 10 (10), 8645-8657, 2022 | 85 | 2022 |
| An efficient intrusion detection method based on dynamic autoencoder R Zhao, J Yin, Z Xue, G Gui, B Adebisi, T Ohtsuki, H Gacanin, H Sari IEEE Wireless Communications Letters 10 (8), 1707-1711, 2021 | 78 | 2021 |
| Yet another traffic classifier: A masked autoencoder based traffic transformer with multi-level flow representation R Zhao, M Zhan, X Deng, Y Wang, Y Wang, G Gui, Z Xue Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5420-5427, 2023 | 42 | 2023 |
| Mt-flowformer: A semi-supervised flow transformer for encrypted traffic classification R Zhao, X Deng, Z Yan, J Ma, Z Xue, Y Wang Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 30 | 2022 |
| A novel approach based on lightweight deep neural network for network intrusion detection R Zhao, Z Li, Z Xue, T Ohtsuki, G Gui 2021 IEEE wireless communications and networking conference (WCNC), 1-6, 2021 | 21 | 2021 |
| Online intrusion detection for internet of things systems with full bayesian possibilistic clustering and ensembled fuzzy classifiers FQ Li, RJ Zhao, SL Wang, LB Chen, AWC Liew, W Ding IEEE Transactions on Fuzzy Systems 30 (11), 4605-4617, 2022 | 20 | 2022 |
| Flow sequence-based anonymity network traffic identification with residual graph convolutional networks R Zhao, X Deng, Y Wang, L Chen, M Liu, Z Xue, Y Wang 2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS), 1-10, 2022 | 17 | 2022 |
| A novel traffic classifier with attention mechanism for industrial internet of things R Zhao, Y Huang, X Deng, Y Shi, J Li, Z Huang, Y Wang, Z Xue IEEE Transactions on Industrial Informatics 19 (11), 10799-10810, 2023 | 16 | 2023 |
| Code is not natural language: Unlock the power of semantics-oriented graph representation for binary code similarity detection H He, X Lin, Z Weng, R Zhao, S Gan, L Chen, Y Ji, J Wang, Z Xue 33rd USENIX Security Symposium (USENIX Security 24), PHILADELPHIA, PA, 2024 | 15 | 2024 |
| SEAF: A Scalable, Efficient, and Application-independent Framework for container security detection L Chen, Y Xia, Z Ma, R Zhao, Y Wang, Y Liu, W Sun, Z Xue Journal of Information Security and Applications 71, 103351, 2022 | 15 | 2022 |
| Flow transformer: A novel anonymity network traffic classifier with attention mechanism R Zhao, Y Huang, X Deng, Z Xue, J Li, Z Huang, Y Wang 2021 17th International Conference on Mobility, Sensing and Networking (MSN …, 2021 | 15 | 2021 |
| DHBE: data-free holistic backdoor erasing in deep neural networks via restricted adversarial distillation Z Yan, S Li, R Zhao, Y Tian, Y Zhao Proceedings of the 2023 ACM Asia Conference on Computer and Communications …, 2023 | 12 | 2023 |
| An efficient and lightweight approach for intrusion detection based on knowledge distillation R Zhao, Y Chen, Y Wang, Y Shi, Z Xue ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 12 | 2021 |
| A semi-supervised federated learning scheme via knowledge distillation for intrusion detection R Zhao, L Yang, Y Wang, Z Xue, G Gui, T Ohtsuki ICC 2022-IEEE International Conference on Communications, 2688-2693, 2022 | 9 | 2022 |
| A lightweight semi-supervised learning method based on consistency regularization for intrusion detection R Zhao, T Tang, G Gui, Z Xue ICC 2022-IEEE International Conference on Communications, 3124-3129, 2022 | 5 | 2022 |
| A novel self-supervised framework based on masked autoencoder for traffic classification R Zhao, M Zhan, X Deng, F Li, Y Wang, Y Wang, G Gui, Z Xue IEEE/ACM Transactions on Networking 32 (3), 2012-2025, 2024 | 4 | 2024 |
| GeeSolver: A generic, efficient, and effortless solver with self-supervised learning for breaking text captchas R Zhao, X Deng, Y Wang, Z Yan, Z Han, L Chen, Z Xue, Y Wang 2023 IEEE Symposium on Security and Privacy (SP), 1649-1666, 2023 | 4 | 2023 |
| Vulnerability-oriented Testing for RESTful APIs W Du, J Li, Y Wang, L Chen, R Zhao, J Zhu, Z Han, Y Wang, Z Xue 33rd USENIX Security Symposium (USENIX Security 24), PHILADELPHIA, PA, 2024 | 3 | 2024 |
