Yizhou Shen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Privacy Preservation

Nash Equilibria

Intrusion Detection

Top Venues

IEEE Internet Things J.

INFOCOM Workshops

J. Inf. Secur. Appl.

Eng. Appl. Artif. Intell.

Publications

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) (2024)
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) (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2023)
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)
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)
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 (2022)
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)