Learning-Based Internet of Things Honeypots for Cyber Deception
Chongqi Guan, Jiahe Zhang, Guohong Cao, Thomas La Porta, Jaime C. Acosta · IEEE Security & Privacy · 2025
HoneyIoT is a high-interaction Internet of Things honeypot that leverages reinforcement learning to adaptively engage and deceive attackers. We demonstrate its superior performance over existing approaches, identify recent trends in attacker evolution, and point out directions for future research.