Stage-Specific Reinforcement Learning-Based Firewall for IoT Security Against Okiru Botnet
H.S. Cho, Jeong Eun Lee, Sang Ho Oh · 2024
The emergence of sophisticated variant botnet attacks like Okiru poses significant security challenges to the proliferating IoT devices. This study proposes a reinforcement learning (RL)-based defense system for IoT networks. Our system employs an RL agent to analyze network packets in real-time and implement adaptive security measures. By leveraging AI techniques, this research offers a proactive approach to addressing complex cyber threats in IoT environments.