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Ruijie Zhao
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Year
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
892020
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
872021
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
612021
Semi-supervised 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, 2022
482022
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
182021
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
152022
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
102022
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
82022
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
72023
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
72021
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, 2023
62023
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
62021
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
52022
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
52022
3E-Solver: An Effortless, Easy-to-Update, and End-to-End Solver with Semi-Supervised Learning for Breaking Text-Based Captchas.
X Deng, R Zhao, Y Wang, L Chen, Y Wang, Z Xue
IJCAI, 3817-3824, 2022
32022
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
22023
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
22023
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
22022
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
2024
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, 2024
2024
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