| Human activity recognition based on motion sensor using u-net Y Zhang, Z Zhang, Y Zhang, J Bao, Y Zhang, H Deng IEEE access 7, 75213-75226, 2019 | 89 | 2019 |
| Secfednids: Robust defense for poisoning attack against federated learning-based network intrusion detection system Z Zhang, Y Zhang, D Guo, L Yao, Z Li Future Generation Computer Systems 134, 154-169, 2022 | 44 | 2022 |
| Human activity recognition based on time series analysis using U-Net Y Zhang, Y Zhang, Z Zhang, J Bao, Y Song arXiv preprint arXiv:1809.08113, 2018 | 40 | 2018 |
| Large-scale cellular traffic prediction based on graph convolutional networks with transfer learning X Zhou, Y Zhang, Z Li, X Wang, J Zhao, Z Zhang Neural Computing and Applications, 1-11, 2022 | 39 | 2022 |
| attackgan: Adversarial attack against black-box ids using generative adversarial networks S Zhao, J Li, J Wang, Z Zhang, L Zhu, Y Zhang Procedia Computer Science 187, 128-133, 2021 | 35 | 2021 |
| Unknown network attack detection based on open‐set recognition and active learning in drone network Z Zhang, Y Zhang, J Niu, D Guo Transactions on Emerging Telecommunications Technologies 33 (10), e4212, 2022 | 25 | 2022 |
| Communication-efficient federated continual learning for distributed learning system with Non-IID data Z Zhang, Y Zhang, D Guo, S Zhao, X Zhu SCIENCE CHINA Information Sciences 66 (2), 122102, 2022 | 22 | 2022 |
| A scalable network intrusion detection system towards detecting, discovering, and learning unknown attacks Z Zhang, Y Zhang, D Guo, M Song International Journal of Machine Learning and Cybernetics 12 (6), 1649-1665, 2021 | 15 | 2021 |
| Interpretability evaluation of botnet detection model based on graph neural network X Zhu, Y Zhang, Z Zhang, D Guo, Q Li, Z Li IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022 | 12 | 2022 |
| Evaluation of data poisoning attacks on federated learning-based network intrusion detection system Y Zhang, Y Zhang, Z Zhang, H Bai, T Zhong, M Song 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th …, 2022 | 6 | 2022 |
| GenAD: General unsupervised anomaly detection using multivariate time series for large‐scale wireless base stations X Hua, L Zhu, S Zhang, Z Li, S Wang, C Deng, J Feng, Z Zhang, W Wu Electronics Letters 59 (1), e12683, 2023 | 3 | 2023 |
| Adaptive Spatial-Temporal Convolution Network for Traffic Forecasting Z Li, Y Zhang, Z Zhang, X Wang, L Zhu International Conference on Knowledge Science, Engineering and Management …, 2022 | 1 | 2022 |
| Federated continual representation learning for evolutionary distributed intrusion detection in Industrial Internet of Things Z Zhang, Y Zhang, H Li, S Liu, W Chen, Z Zhang, L Tang Engineering Applications of Artificial Intelligence 135, 108826, 2024 | | 2024 |
| A Manifold Consistency Interpolation Method of Poisoning Attacks Against Semi-Supervised Model X Wang, X Wang, M He, M Zhang, Z Zhang IEEE Transactions on Information Forensics and Security 18, 5272-5285, 2023 | | 2023 |
| Adaptive transfer learning framework for dense prediction of human activity recognition Z Zhao, Z Yong Journal of China Universities of Posts and Telecommunications 26 (5), 1, 2019 | | 2019 |
