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Yizhou Shen
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2020 – today
- 2024
- [j11]Shigen Shen, Chenpeng Cai, Zhenwei Li, Yizhou Shen, Guowen Wu, Shui Yu:
Deep Q-network-based heuristic intrusion detection against edge-based SIoT zero-day attacks. Appl. Soft Comput. 150: 111080 (2024) - [j10]Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shigen Shen, Xiaoping Wu, Wenlong Ke, Shui Yu:
Game-theoretic analytics for privacy preservation in Internet of Things networks: A survey. Eng. Appl. Artif. Intell. 133: 108449 (2024) - [j9]Shoujian Yu, Rong Zhai, Yizhou Shen, Guowen Wu, Hong Zhang, Shui Yu, Shigen Shen:
Deep Q-Network-Based Open-Set Intrusion Detection Solution for Industrial Internet of Things. IEEE Internet Things J. 11(7): 12536-12550 (2024) - [j8]Guowen Wu, Xihang Chen, Yizhou Shen, Zhiqi Xu, Hong Zhang, Shigen Shen, Shui Yu:
Combining Lyapunov Optimization With Actor-Critic Networks for Privacy-Aware IIoT Computation Offloading. IEEE Internet Things J. 11(10): 17437-17452 (2024) - [j7]Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shui Yu, Tingting Li:
Comparative DQN-Improved Algorithms for Stochastic Games-Based Automated Edge Intelligence-Enabled IoT Malware Spread-Suppression Strategies. IEEE Internet Things J. 11(12): 22550-22561 (2024) - [j6]Shigen Shen, Chenpeng Cai, Yizhou Shen, Xiaoping Wu, Wenlong Ke, Shui Yu:
MFGD3QN: Enhancing Edge Intelligence Defense Against DDoS With Mean-Field Games and Dueling Double Deep Q-Network. IEEE Internet Things J. 11(13): 23931-23945 (2024) - [j5]Shoujian Yu, Xuan Wang, Yizhou Shen, Guowen Wu, Shui Yu, Shigen Shen:
Novel Intrusion Detection Strategies With Optimal Hyper Parameters for Industrial Internet of Things Based on Stochastic Games and Double Deep Q-Networks. IEEE Internet Things J. 11(17): 29132-29145 (2024) - [j4]Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shigen Shen, Shui Yu:
SGD3QN: Joint Stochastic Games and Dueling Double Deep Q-Networks for Defending Malware Propagation in Edge Intelligence-Enabled Internet of Things. IEEE Trans. Inf. Forensics Secur. 19: 6978-6990 (2024) - [j3]Guowen Wu, Hui Wang, Hong Zhang, Yizhou Shen, Shigen Shen, Shui Yu:
Mean-Field Game-Based Task-Offloaded Load Balance for Industrial Mobile Edge Computing Systems Using Software-Defined Networking. IEEE Trans. Mob. Comput. 23(12): 13773-13786 (2024) - 2023
- [j2]Yizhou Shen, Shigen Shen, Qi Li, Haiping Zhou, Zongda Wu, Youyang Qu:
Evolutionary privacy-preserving learning strategies for edge-based IoT data sharing schemes. Digit. Commun. Networks 9(4): 906-919 (2023) - 2022
- [j1]Yizhou Shen, Shigen Shen, Zongda Wu, Haiping Zhou, Shui Yu:
Signaling game-based availability assessment for edge computing-assisted IoT systems with malware dissemination. J. Inf. Secur. Appl. 66: 103140 (2022) - [c3]Guowen Wu, Zhenwei Li, Yizhou Shen, Hong Zhang, Shigen Shen, Shui Yu:
A Deep Reinforcement Learning Approach to Edge-based IDS Packets Sampling. DSIT 2022: 1-6 - [c2]Zhengjun Gao, Guowen Wu, Yizhou Shen, Hong Zhang, Shigen Shen, Qiying Cao:
DRL-based Optimization of Privacy Protection and Computation Performance in MEC Computation Offloading. INFOCOM Workshops 2022: 1-6 - [c1]Guowen Wu, Yuhan Zhao, Yizhou Shen, Hong Zhang, Shigen Shen, Shui Yu:
DRL-based Resource Allocation Optimization for Computation Offloading in Mobile Edge Computing. INFOCOM Workshops 2022: 1-6
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