Android malware detection on AndroZoo
89.19AccuracyMARD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MARD2026.04 | 89.19 | 87.76 | 86.46 | 87.01 | |
| CL-Malware2026.04 | 87.57 | 90.67 | 83.3 | 86.67 | |
| MaMaDroidgranularity=family2026.04 | 72.58 | 75.4 | 64.3 | 69.34 | |
| DroidEvolver2026.04 | 69.58 | 74.18 | 50.47 | 57.85 | |
| Malscanconfig=random2026.04 | 68.74 | 91.01 | 40.44 | 54.09 | |
| Malscaconfig=knn-12026.04 | 66.26 | 70.48 | 52.9 | 59.76 | |
| Malscanconfig=knn-32026.04 | 62.98 | 64.61 | 47.41 | 53.89 | |
| MaMaDroidgranularity=package2026.04 | 48.28 | 48.08 | 98.67 | 64.62 |