Energy-aware hyperparameter optimization reduces inference energy of tree-based IoT malware detectors by 60-90% while keeping MCC around 0.60, though the evaluation protocol appears to leak test information into model selection.
Encryption-agnostic classifiers of traffic originators and their applica- tion to anomaly detection.Computers & Electrical Engineering, 97:107621, 2022
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Are Trees Really Green? A Detection Approach of IoT Malware Attacks
Energy-aware hyperparameter optimization reduces inference energy of tree-based IoT malware detectors by 60-90% while keeping MCC around 0.60, though the evaluation protocol appears to leak test information into model selection.