Rahman Bayu Pratama

AOS-ELM-Based Intrusion Detection for ESPHome IoT Networks: An Edge Computing Performance Evaluation

Internet of Things (IoT) devices are vulnerable to denial-of-service attacks but often lack resources for conventional intrusion detection. This study develops an Adaptive Online Sequential Extreme Learning Machine (AOS-ELM) intrusion detection system for monitoring ESPHome–Home Assistant Native API traffic on edge dev...