Anomaly detection on Malware (test)
85AUC (1% Anomaly Ratio)ACR-NTL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ACR-NTL2023.02 | 85 | 84.5 | 85.1 | 84 | |
| ICL2023.02 | 83.5 | 81 | 82.9 | 83.1 | |
| ACR-DSVDD2023.02 | 73.1 | 69.5 | 69.4 | 66.4 | |
| AE2023.02 | 48.8 | 49.1 | 49.4 | 49.3 | |
| NTL2023.02 | 25.9 | 25.4 | 24.5 | 25 | |
| DSVDD2023.02 | 25.4 | 27.4 | 28.9 | 28.3 | |
| LUNAR2023.02 | 23.1 | 23.8 | 24.1 | 24.2 | |
| IForest2023.02 | 22.8 | 22.9 | 23.3 | 23.4 | |
| LOF2023.02 | 22.3 | 23.2 | 23.3 | 23.2 | |
| KNN2023.02 | 21.6 | 22.5 | 22.7 | 22.6 | |
| OC-SVM2023.02 | 19.5 | 20.5 | 20.3 | 20.3 |