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Publications
- 2023
[j97]Tao Zhang
, Changqiao Xu, Yibo Lian, Haijiang Tian, Jiawen Kang, Xiaohui Kuang, Dusit Niyato:
When Moving Target Defense Meets Attack Prediction in Digital Twins: A Convolutional and Hierarchical Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 41(10): 3293-3305 (2023)- [j94]Tengchao Ma, Changqiao Xu, Shujie Yang, Yiting Huang, Qingzhao An, Xiaohui Kuang, Luigi Alfredo Grieco:
A Mutation-Enabled Proactive Defense Against Service-Oriented Man-in-The-Middle Attack in Kubernetes. IEEE Trans. Computers 72(7): 1843-1856 (2023) - [j92]Zan Zhou, Changqiao Xu, Ming-Ze Wang, Xiaohui Kuang, Yirong Zhuang, Shui Yu:
A Multi-Shuffler Framework to Establish Mutual Confidence for Secure Federated Learning. IEEE Trans. Dependable Secur. Comput. 20(5): 4230-4244 (2023) - [j91]Tao Zhang, Changqiao Xu, Bingchi Zhang, Xinran Li, Xiaohui Kuang, Luigi Alfredo Grieco:
Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach. IEEE Trans. Dependable Secur. Comput. 20(6): 4913-4927 (2023) - [j90]Tao Zhang, Changqiao Xu, Jiahao Shen, Xiaohui Kuang, Luigi Alfredo Grieco:
How to Disturb Network Reconnaissance: A Moving Target Defense Approach Based on Deep Reinforcement Learning. IEEE Trans. Inf. Forensics Secur. 18: 5735-5748 (2023) - [j89]Tao Zhang, Changqiao Xu, Ping Zou, Haijiang Tian, Xiaohui Kuang, Shujie Yang, Lujie Zhong, Dusit Niyato:
How to Mitigate DDoS Intelligently in SD-IoV: A Moving Target Defense Approach. IEEE Trans. Ind. Informatics 19(1): 1097-1106 (2023) - 2022
- [j73]Tengchao Ma, Changqiao Xu, Shujie Yang, Yiting Huang, Xiaohui Kuang, Hong Tang, Luigi Alfredo Grieco:
An intelligent proactive defense against the client-side DNS cache poisoning attack via self-checking deep reinforcement learning. Int. J. Intell. Syst. 37(10): 8170-8197 (2022) - [j71]Tao Zhang, Changqiao Xu, Bingchi Zhang, Jiahao Shen, Xiaohui Kuang, Luigi Alfredo Grieco:
Toward Attack-Resistant Route Mutation for VANETs: An Online and Adaptive Multiagent Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 23(12): 23254-23267 (2022) - [c103]Tengchao Ma, Changqiao Xu, Qingzhao An, Xiaohui Kuang, Lujie Zhong, Luigi Alfredo Grieco:
A Proactive Defense Strategy Against SGX Side-channel Attacks via self-checking DRL in the Cloud. ICC 2022: 4174-4179 - 2021
- [j68]Changqiao Xu, Tao Zhang, Xiaohui Kuang, Zan Zhou, Shui Yu:
Context-Aware Adaptive Route Mutation Scheme: A Reinforcement Learning Approach. IEEE Internet Things J. 8(17): 13528-13541 (2021) - [c93]Jiahao Shen, Tao Zhang, Bingchi Zhang, Weixiao Ji, Xiaohui Kuang, Changqiao Xu:
PPO-RM: Proximal Policy Optimization Based Route Mutation for Multimedia Services. IWCMC 2021: 35-40 - 2020
- [j58]Zan Zhou, Xiaohui Kuang, Limin Sun, Lujie Zhong, Changqiao Xu:
Endogenous Security Defense against Deductive Attack: When Artificial Intelligence Meets Active Defense for Online Service. IEEE Commun. Mag. 58(6): 58-64 (2020) - [c90]Tengchao Ma, Changqiao Xu, Zan Zhou, Xiaohui Kuang, Lujie Zhong, Luigi Alfredo Grieco:
Intelligent-driven Adapting Defense Against the Client-side DNS Cache Poisoning in the Cloud. GLOBECOM 2020: 1-6 - [c89]Zan Zhou, Changqiao Xu, Tengchao Ma, Xiaohui Kuang:
Multi-vNIC Intelligent Mutation: A Moving Target Defense to thwart Client-side DNS Cache Attack. ICC 2020: 1-6 - [c88]Tao Zhang, Changqiao Xu, Bingchi Zhang, Xiaohui Kuang, Yue Wang, Shujie Yang, Gabriel-Miro Muntean:
DQ-RM: Deep Reinforcement Learning-based Route Mutation Scheme for Multimedia Services. IWCMC 2020: 291-296 - 2019
- [c81]Tao Zhang, Xiaohui Kuang, Zan Zhou, Hongquan Gao, Changqiao Xu:
An Intelligent Route Mutation Mechanism against Mixed Attack Based on Security Awareness. GLOBECOM 2019: 1-6 - [c77]Zan Zhou, Changqiao Xu, Xiaohui Kuang, Tao Zhang, Limin Sun:
An Efficient and Agile Spatio-Temporal Route Mutation Moving Target Defense Mechanism. ICC 2019: 1-6 - [c74]Tengchao Ma, Changqiao Xu, Zan Zhou, Xiaohui Kuang, Lujie Zhong:
SE-PSO: Resource Scheduling Strategy for Multimedia Cloud Platform Based on Security Enhanced Virtual Migration. IWCMC 2019: 650-655 - 2018
- [c69]Honghao Yang, Dong Liang, Xiaohui Kuang, Changqiao Xu:
A Vulnerability Test Method for Speech Recognition Systems Based on Frequency Signal Processing. DSC 2018: 943-947
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