Yizhou Shen

26 papers Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
EBMADDPG: Shapley-based explainable moving target defense for edge intelligence-enabled SIoT systems via joint Bayesian Markov games and DRL.
Inf. Fusion
Tao Hong, Yizhou Shen, Xiaoping Wu, Jingnan Dong, Shigen Shen, Zhiquan Liu
2026 J jnl
MT-KD: Multi-Teacher Knowledge Distillation for Privacy-Aware Unlearning in IIoT Intrusion Detection Systems.
IEEE Trans. Cogn. Commun. Netw.
Shigen Shen, Jiashuo Niu, Yizhou Shen, Jingnan Dong, Wenlong Ke, Tian Wang, Ruidong Li
2026 J jnl
Privacy-Aware DRL for Differential Games-Assisted Malware Defense in Edge Intelligence-Enabled Social IoT.
IEEE Trans. Netw. Serv. Manag.
Shigen Shen, Jun Wu, Yizhou Shen, Xiaoping Wu, Jingnan Dong, Tian Wang, Ruidong Li
2025 J jnl
Availability Evaluation of Industrial Internet of Things Under Malware Propagation: An Extended Reliability Block Diagram Approach Based on Stochastic Games.
IEEE Trans. Reliab.
Shoujian Yu, Ouwen Jin, Yizhou Shen, Guowen Wu, Shui Yu, Shigen Shen
2025 J jnl
Deep-Reinforcement-Learning-Based Botnet Propagation Control in the Social Internet of Things.
IEEE Internet Things J.
Shigen Shen, Xuanbin Hao, Yizhou Shen, Huibin Xu, Jingnan Dong, Zhaoxi Fang, Zongda Wu
2025 J jnl
Integrating Deep Spiking Q-Network Into Hypergame-Theoretic Deceptive Defense for Mitigating Malware Propagation in Edge Intelligence-Enabled IoT Systems.
IEEE Trans. Serv. Comput.
Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shigen Shen, Shui Yu
2025 J jnl
Joint Mean-Field Game and Multiagent Asynchronous Advantage Actor-Critic for Edge Intelligence-Based IoT Malware Propagation Defense.
IEEE Trans. Dependable Secur. Comput.
Shigen Shen, Chenpeng Cai, Yizhou Shen, Xiaoping Wu, Wenlong Ke, Shui Yu
2025 J jnl
Mitigating Malware Propagation in Social Internet of Things Using an Exact Markov-Chain-Based Epidemic Method.
IEEE Internet Things J.
Hong Zhang, Xinyi Hu, Yizhou Shen, Huibin Xu, Shigen Shen, Ruidong Li
2025 J jnl
Privacy Preservation Strategies for Malware-Infected Edge Intelligence Systems: A Bayesian Stochastic Game-Based Approach.
IEEE Trans. Mob. Comput.
Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shigen Shen, Shui Yu
2025 J jnl
RMAAC: Joint Markov Games and Robust Multiagent Actor-Critic for Explainable Malware Defense in Social IoT.
IEEE Trans. Dependable Secur. Comput.
Shigen Shen, Tao Hong, Yizhou Shen, Xiaoping Wu, Jingnan Dong, Jie Wu
2025 J jnl
RT-A3C: Real-time Asynchronous Advantage Actor-Critic for optimally defending malicious attacks in edge-enabled Industrial Internet of Things.
J. Inf. Secur. Appl.
Wenyi Zhu, Xiaolong Liu, Yimeng Liu, Yizhou Shen, Xiao-Zhi Gao, Shigen Shen
2024 J jnl
Combining Lyapunov Optimization With Actor-Critic Networks for Privacy-Aware IIoT Computation Offloading.
IEEE Internet Things J.
Guowen Wu, Xihang Chen, Yizhou Shen, Zhiqi Xu, Hong Zhang, Shigen Shen, Shui Yu
2024 J jnl
Comparative DQN-Improved Algorithms for Stochastic Games-Based Automated Edge Intelligence-Enabled IoT Malware Spread-Suppression Strategies.
IEEE Internet Things J.
Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shui Yu, Tingting Li
2024 J jnl
Deep Q-Network-Based Open-Set Intrusion Detection Solution for Industrial Internet of Things.
IEEE Internet Things J.
Shoujian Yu, Rong Zhai, Yizhou Shen, Guowen Wu, Hong Zhang, Shui Yu, Shigen Shen
2024 J jnl
Deep Q-network-based heuristic intrusion detection against edge-based SIoT zero-day attacks.
Appl. Soft Comput.
Shigen Shen, Chenpeng Cai, Zhenwei Li, Yizhou Shen, Guowen Wu, Shui Yu
2024 J jnl
Game-theoretic analytics for privacy preservation in Internet of Things networks: A survey.
Eng. Appl. Artif. Intell.
Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shigen Shen, Xiaoping Wu, Wenlong Ke, Shui Yu
2024 J jnl
MFGD3QN: Enhancing Edge Intelligence Defense Against DDoS With Mean-Field Games and Dueling Double Deep Q-Network.
IEEE Internet Things J.
Shigen Shen, Chenpeng Cai, Yizhou Shen, Xiaoping Wu, Wenlong Ke, Shui Yu
2024 J jnl
Mean-Field Game-Based Task-Offloaded Load Balance for Industrial Mobile Edge Computing Systems Using Software-Defined Networking.
IEEE Trans. Mob. Comput.
Guowen Wu, Hui Wang, Hong Zhang, Yizhou Shen, Shigen Shen, Shui Yu
2024 J jnl
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.
Shoujian Yu, Xuan Wang, Yizhou Shen, Guowen Wu, Shui Yu, Shigen Shen
2024 J jnl
SAC-PP: Jointly Optimizing Privacy Protection and Computation Offloading for Mobile Edge Computing.
IEEE Trans. Netw. Serv. Manag.
Shigen Shen, Xuanbin Hao, Zhengjun Gao, Guowen Wu, Yizhou Shen, Hong Zhang, Qiying Cao, Shui Yu
2024 J jnl
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.
Yizhou Shen, Carlton Shepherd, Chuadhry Mujeeb Ahmed, Shigen Shen, Shui Yu
2023 J jnl
Evolutionary privacy-preserving learning strategies for edge-based IoT data sharing schemes.
Digit. Commun. Networks
Yizhou Shen, Shigen Shen, Qi Li, Haiping Zhou, Zongda Wu, Youyang Qu
2022 — conf
A Deep Reinforcement Learning Approach to Edge-based IDS Packets Sampling.
DSIT
Guowen Wu, Zhenwei Li, Yizhou Shen, Hong Zhang, Shigen Shen, Shui Yu
2022 — conf
DRL-based Optimization of Privacy Protection and Computation Performance in MEC Computation Offloading.
INFOCOM Workshops
Zhengjun Gao, Guowen Wu, Yizhou Shen, Hong Zhang, Shigen Shen, Qiying Cao
2022 — conf
DRL-based Resource Allocation Optimization for Computation Offloading in Mobile Edge Computing.
INFOCOM Workshops
Guowen Wu, Yuhan Zhao, Yizhou Shen, Hong Zhang, Shigen Shen, Shui Yu
2022 J jnl
Signaling game-based availability assessment for edge computing-assisted IoT systems with malware dissemination.
J. Inf. Secur. Appl.
Yizhou Shen, Shigen Shen, Zongda Wu, Haiping Zhou, Shui Yu