| When machine learning meets blockchain: A decentralized, privacy-preserving and secure design X Chen, J Ji, C Luo, W Liao, P Li 2018 IEEE international conference on big data (big data), 1178-1187, 2018 | 304 | 2018 |
| Multidimensional time series anomaly detection: A gru-based gaussian mixture variational autoencoder approach Y Guo, W Liao, Q Wang, L Yu, T Ji, P Li Asian conference on machine learning, 97-112, 2018 | 220 | 2018 |
| Machine learning for security and the internet of things: the good, the bad, and the ugly F Liang, WG Hatcher, W Liao, W Gao, W Yu Ieee Access 7, 158126-158147, 2019 | 191 | 2019 |
| Secure internet of things (iot)-based smart-world critical infrastructures: Survey, case study and research opportunities X Liu, C Qian, WG Hatcher, H Xu, W Liao, W Yu Ieee Access 7, 79523-79544, 2019 | 182 | 2019 |
| Towards asynchronous federated learning for heterogeneous edge-powered internet of things Z Chen, W Liao, K Hua, C Lu, W Yu Digital Communications and Networks 7 (3), 317-326, 2021 | 153 | 2021 |
| Zero knowledge clustering based adversarial mitigation in heterogeneous federated learning Z Chen, P Tian, W Liao, W Yu IEEE Transactions on Network Science and Engineering 8 (2), 1070-1083, 2020 | 119 | 2020 |
| WSCC: A weight-similarity-based client clustering approach for non-IID federated learning P Tian, W Liao, W Yu, E Blasch IEEE Internet of Things Journal 9 (20), 20243-20256, 2022 | 118 | 2022 |
| Cascading failure attacks in the power system: A stochastic game perspective W Liao, S Salinas, M Li, P Li, KA Loparo IEEE internet of things journal 4 (6), 2247-2259, 2017 | 89 | 2017 |
| Towards asynchronous federated learning based threat detection: A DC-Adam approach P Tian, Z Chen, W Yu, W Liao Computers & Security 108, 102344, 2021 | 87 | 2021 |
| Reinforcement learning for cyber-physical systems X Liu, H Xu, W Liao, W Yu 2019 IEEE International Conference on Industrial Internet (ICII), 318-327, 2019 | 70 | 2019 |
| Efficient secure outsourcing of large-scale sparse linear systems of equations S Salinas, C Luo, X Chen, W Liao, P Li IEEE Transactions on Big Data 4 (1), 26-39, 2017 | 64 | 2017 |
| CRIL: An efficient online adaptive indoor localization system S Cai, W Liao, C Luo, M Li, X Huang, P Li IEEE Transactions on Vehicular Technology 66 (5), 4148-4160, 2016 | 52 | 2016 |
| Spectrum availability prediction for cognitive radio communications: A DCG approach L Yu, Y Guo, Q Wang, C Luo, M Li, W Liao, P Li IEEE Transactions on Cognitive Communications and Networking 6 (2), 476-485, 2020 | 48 | 2020 |
| Survey of distributed and decentralized IoT securities: approaches using deep learning and blockchain technology A Falayi, Q Wang, W Liao, W Yu Future Internet 15 (5), 178, 2023 | 46 | 2023 |
| Deep neural networks for spatial-temporal cyber-physical systems: A survey AA Musa, A Hussaini, W Liao, F Liang, W Yu Future Internet 15 (6), 199, 2023 | 43 | 2023 |
| A unified unsupervised gaussian mixture variational autoencoder for high dimensional outlier detection W Liao, Y Guo, X Chen, P Li 2018 IEEE International Conference on Big Data (Big Data), 1208-1217, 2018 | 41 | 2018 |
| Efficient secure outsourcing of large-scale quadratic programs S Salinas, C Luo, W Liao, P Li Proceedings of the 11th ACM on Asia Conference on Computer and …, 2016 | 39 | 2016 |
| Towards online deep learning-based energy forecasting F Liang, WG Hatcher, G Xu, J Nguyen, W Liao, W Yu 2019 28th International Conference on Computer Communication and Networks …, 2019 | 37 | 2019 |
| Towards multi-party targeted model poisoning attacks against federated learning systems Z Chen, P Tian, W Liao, W Yu High-Confidence Computing 1 (1), 100002, 2021 | 35 | 2021 |
| Efficient secure outsourcing of large-scale convex separable programming for big data W Liao, C Luo, S Salinas, P Li IEEE Transactions on Big Data 5 (3), 368-378, 2017 | 34 | 2017 |
Wei YuIEEE Fellow & Professor of Computer and Information Sciences, Towson UniversityVerified email at towson.edu
