Identification of Compromised IoT Devices: Combined Approach Based on Energy Consumption and Network Traffic Analysis

Intrusion Detection for IoT Environments Through Side-Channel and Machine Learning Techniques

“…Jaafar et al [18] combine both power reads and network metrics to detect botnet attacks against several IoT devices, achieving an average F1 score of 0.986 with a Random Forest model.…”