| IoT security techniques based on machine learning: How do IoT devices use AI to enhance security? L Xiao, X Wan, X Lu, Y Zhang, D Wu IEEE Signal Processing Magazine 35 (5), 41-49, 2018 | 820 | 2018 |
| UAV relay in VANETs against smart jamming with reinforcement learning L Xiao, X Lu, D Xu, Y Tang, L Wang, W Zhuang IEEE Transactions on Vehicular Technology 67 (5), 4087-4097, 2018 | 313 | 2018 |
| Cooperative communications with relay selection based on deep reinforcement learning in wireless sensor networks Y Su, X Lu, Y Zhao, L Huang, X Du IEEE Sensors Journal 19 (20), 9561-9569, 2019 | 152 | 2019 |
| Reinforcement learning-based mobile offloading for edge computing against jamming and interference L Xiao, X Lu, T Xu, X Wan, W Ji, Y Zhang IEEE Transactions on communications 68 (10), 6114-6126, 2020 | 133 | 2020 |
| UAV-aided cellular communications with deep reinforcement learning against jamming X Lu, L Xiao, C Dai, H Dai IEEE Wireless Communications 27 (4), 48-53, 2020 | 121 | 2020 |
| Reinforcement learning-based microgrid energy trading with a reduced power plant schedule X Lu, X Xiao, L Xiao, C Dai, M Peng, HV Poor IEEE Internet of Things Journal 6 (6), 10728-10737, 2019 | 108 | 2019 |
| Reinforcement learning based PHY authentication for VANETs X Lu, L Xiao, T Xu, Y Zhao, Y Tang, W Zhuang IEEE transactions on vehicular technology 69 (3), 3068-3079, 2020 | 80 | 2020 |
| Reinforcement learning based physical-layer authentication for controller area networks L Xiao, X Lu, T Xu, W Zhuang, H Dai IEEE Trans. Information Forensics & Security, 2021 | 58 | 2021 |
| Anti-jamming communication game for UAV-aided VANETs X Lu, D Xu, L Xiao, L Wang, W Zhuang GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-6, 2017 | 50 | 2017 |
| Reinforcement learning based physical cross-layer security and privacy in 6G X Lu, L Xiao, P Li, X Ji, C Xu, S Yu, W Zhuang IEEE Communications Surveys & Tutorials, 2022 | 48 | 2022 |
| Deep-reinforcement-learning-based user profile perturbation for privacy-aware recommendation Y Xiao, L Xiao, X Lu, H Zhang, S Yu, HV Poor IEEE Internet of Things Journal 8 (6), 4560-4568, 2020 | 48 | 2020 |
| Safe exploration in wireless security: A safe reinforcement learning algorithm with hierarchical structure X Lu, L Xiao, G Niu, X Ji, Q Wang IEEE Transactions on Information Forensics & Security, 2022 | 40 | 2022 |
| A novel DCT-based compression scheme for 5G vehicular networks Y Su, X Lu, L Huang, X Du, M Guizani IEEE Transactions on Vehicular Technology 68 (11), 10872-10881, 2019 | 22 | 2019 |
| Learning-based rogue edge detection in VANETs with ambient radio signals X Lu, X Wan, L Xiao, Y Tang, W Zhuang 2018 IEEE International Conference on Communications (ICC), 1-6, 2018 | 22 | 2018 |
| Distributed reinforcement learning based framework for energy-efficient UAV relay against jamming W Wang, Z Lv, X Lu, Y Zhang, L Xiao Intelligent and Converged Networks 2 (2), 150-162, 2021 | 20 | 2021 |
| Voltage based authentication for controller area networks with reinforcement learning T Xu, X Lu, L Xiao, Y Tang, H Dai ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-5, 2019 | 17 | 2019 |
| Reinforcement learning based UAV trajectory and power control against jamming Z Lin, X Lu, C Dai, G Sheng, L Xiao Machine Learning for Cyber Security: Second International Conference, ML4CS …, 2019 | 15 | 2019 |
| Reinforcement learning based energy efficient robot relay for unmanned aerial vehicles against smart jamming X Lu, J Jie, Z Lin, L Xiao, J Li, Y Zhang SCIENCE CHINA Information Sciences, 2021 | 13 | 2021 |
| Tac-U: A traffic balancing scheme over licensed and unlicensed bands for Tactile Internet Y Su, X Lu, L Huang, X Du, M Guizani Future Generation Computer Systems 97, 41-49, 2019 | 13 | 2019 |
| UAV-aided 5G communications with deep reinforcement learning against jamming X Lu, L Xiao, C Dai arXiv preprint arXiv:1805.06628, 2018 | 13 | 2018 |
Liang XiaoDept. Communication Engineering, Xiamen University在 xmu.edu.cn 的电子邮件经过验证
