Malware
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Malware 60% MCAR | Accuracy97.87 | 18 | |
| Classification | Malware 40% MCAR | Reported Accuracy96.87 | 18 | |
| Classification | Malware 20% MCAR | Accuracy96.89 | 18 | |
| Malware Detection | Malware MNAR 60% (test) | Inference Time (s)0.22 | 18 | |
| Malware Detection | Malware MNAR 40% (test) | Inference Time (s)0.36 | 18 | |
| Malware Detection | Malware MNAR 20% (test) | Inference Time (s)0.65 | 18 | |
| CTR Prediction | Malware (test) | AUC0.7456 | 17 | |
| CTR Prediction | Malware | AUC0.7413 | 17 | |
| Logistic Regression Classification | Malware MAR 60% Missing | Accuracy96.57 | 11 | |
| Logistic Regression Classification | Malware MAR 40% Missing | Accuracy (%)96.75 | 11 | |
| Logistic Regression Classification | Malware 20% Missing (MAR) | Accuracy96.81 | 11 | |
| Anomaly detection | Malware (test) | AUC (1% Anomaly Ratio)85 | 11 | |
| Classification | Malware MAR (test) | Accuracy96.28 | 9 | |
| Classification | Malware MNAR | Accuracy96.73 | 9 | |
| Classification | Malware MCAR injected (test) | Ground Truth Accuracy (%)96.73 | 6 | |
| Classification | Malware 60% MAR | Accuracy96.2 | 5 | |
| Classification | Malware 40% MAR | Accuracy96.4 | 5 | |
| Classification | Malware 20% MAR | Accuracy96.59 | 5 | |
| Click-Through Rate Prediction | Malware (test) | AUC0.7402 | 4 | |
| Classification | Malware 20% MNAR | Accuracy96.31 | 3 |
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