| Secure-enhanced federated learning for AI-empowered electric vehicle energy prediction W Wang, FH Memon, Z Lian, Z Yin, TR Gadekallu, QV Pham, K Dev, C Su IEEE Consumer Electronics Magazine 12 (2), 27-34, 2021 | 103 | 2021 |
| Blockchain-based two-stage federated learning with non-IID data in IoMT system Z Lian, Q Zeng, W Wang, TR Gadekallu, C Su IEEE Transactions on Computational Social Systems 10 (4), 1701-1710, 2022 | 84 | 2022 |
| DEEP-FEL: Decentralized, efficient and privacy-enhanced federated edge learning for healthcare cyber physical systems Z Lian, Q Yang, W Wang, Q Zeng, M Alazab, H Zhao, C Su IEEE Transactions on Network Science and Engineering 9 (5), 3558-3569, 2022 | 72 | 2022 |
| COFEL: Communication-efficient and optimized federated learning with local differential privacy Z Lian, W Wang, C Su ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 60 | 2021 |
| Blockchain-based personalized federated learning for internet of medical things Z Lian, W Wang, Z Han, C Su IEEE Transactions on Sustainable Computing 8 (4), 694-702, 2023 | 47 | 2023 |
| SVBE: Searchable and verifiable blockchain-based electronic medical records system N Alrebdi, A Alabdulatif, C Iwendi, Z Lian Scientific Reports 12 (1), 266, 2022 | 38 | 2022 |
| Decentralized federated learning for internet of things anomaly detection Z Lian, C Su Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022 | 36 | 2022 |
| Layer-based communication-efficient federated learning with privacy preservation Z Lian, W Wang, H Huang, C Su IEICE TRANSACTIONS on Information and Systems 105 (2), 256-263, 2022 | 28 | 2022 |
| Traffic sign recognition using optimized federated learning in internet of vehicles Z Lian, Q Zeng, W Wang, D Xu, W Meng, C Su IEEE Internet of Things Journal 11 (4), 6722-6729, 2023 | 14 | 2023 |
| CNN‐based attack defense for device‐free localization Z Han, L Lin, Z Wang, Z Lian, C Qiu, H Huang, L Zhao, C Su Mobile Information Systems 2022 (1), 2323293, 2022 | 10 | 2022 |
| Privacy-enhanced federated generative adversarial networks for internet of things Q Zeng, L Zhou, Z Lian, H Huang, JY Kim The Computer Journal 65 (11), 2860-2869, 2022 | 9 | 2022 |
| Privacy-preserving blockchain-based global data sharing for federated learning with non-IID data Z Lian, Q Zeng, C Su 2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022 | 8 | 2022 |
| Webfed: Cross-platform federated learning framework based on web browser with local differential privacy Z Lian, Q Yang, Q Zeng, C Su ICC 2022-IEEE International Conference on Communications, 2071-2076, 2022 | 8 | 2022 |
| Road crash risk prediction during COVID-19 for flash crowd traffic prevention: The case of Los Angeles J Wang, X Yang, S Yu, Q Yuan, Z Lian, Q Yang Computer communications 198, 195-205, 2023 | 7 | 2023 |
| Spoil: sybil-based untargeted data poisoning attacks in federated learning Z Lian, C Zhang, K Nan, C Su International Conference on Network and System Security, 235-248, 2023 | 4 | 2023 |
| PCIDS: permission and credibility-based intrusion detection system in IoT gateways C Zhang, Z Lian, H Huang, C Su IEEE Internet of Things Journal 11 (1), 904-913, 2023 | 4 | 2023 |
| Find: privacy-enhanced federated learning for intelligent fake news detection Z Lian, C Zhang, C Su, FA Dharejo, M Almutiq, MH Memon IEEE Transactions on Computational Social Systems 11 (4), 5005-5014, 2023 | 3 | 2023 |
| A review and implementation of physical layer channel key generation in the Internet of Things H Zhao, E Guo, Z Lian, Y Zhao, X Huang, C Su Journal of Information Security and Applications 83, 103779, 2024 | 1 | 2024 |
| RTCS: An Improved Real-Time Credibility-based Intrusion Detection System C Zhang, Z Lian, H Huang, C Su IEEE Internet of Things Journal, 2024 | | 2024 |
| Evaluating Differential Privacy in Federated Continual Learning: A Catastrophic Forgetting-Performance Tradeoff Analysis C Chen, Z Lian, C Su, K Sakurai 2024 Twelfth International Symposium on Computing and Networking (CANDAR …, 2024 | | 2024 |
Chunhua SuDivision of Computer Science, University of Aizu, Japan在 u-aizu.ac.jp 的电子邮件经过验证