Deep Q-network-based heuristic intrusion detection against edge-based SIoT zero-day attacks. - Shigen Shen; Chenpeng Cai; Zhenwei Li; Yizhou Shen; Guowen Wu; Shui Yu 001 (Appl. Soft Comput., 2024)

MFGD3QN: Enhancing Edge Intelligence Defense Against DDoS With Mean-Field Games and Dueling Double Deep Q-Network. - Shigen Shen; Chenpeng Cai; Yizhou Shen; Xiaoping Wu; Wenlong Ke; Shui Yu 001 (IEEE Internet Things J., 2024)

Joint Mean-Field Game and Multiagent Asynchronous Advantage Actor-Critic for Edge Intelligence-Based IoT Malware Propagation Defense. - Shigen Shen; Chenpeng Cai; Yizhou Shen; Xiaoping Wu; Wenlong Ke; Shui Yu 001 (IEEE Trans. Dependable Secur. Comput., 2025)