| CICMalDroid 2020 | MARD | Accuracy94.35 | | 46 | 1mo ago |
| Mal-Net | HuBERT ⊞ ViT (FOCA) | Accuracy82.84 | | 38 | 3mo ago |
| VirusShare PE executables | VisMal | Precision0.997 | | 28 | 8d ago |
| Microsoft Malware dataset (test) | Static Disassembly Features | Accuracy99.48 | | 11 | 3mo ago |
| Malware Synthetic Real (train test) | Diffusion | F1 Score100 | | 9 | 1mo ago |
| BODMAS month 11 | Nimai-C | Mean ΔG12.77 | | 8 | 3mo ago |
| BODMAS month 10 | TabDDPM | Mean ΔG10.45 | | 8 | 3mo ago |
| BODMAS month 9 | Nimai-C | Mean ΔG21.73 | | 8 | 3mo ago |
| BODMAS month 7 | Nimai-C | Mean Delta G4.34 | | 8 | 3mo ago |
| BODMAS month 6 | TVAE | Mean ΔG50.06 | | 8 | 3mo ago |
| BODMAS month 5 | MC-CCR | Mean ΔG-0.05 | | 8 | 3mo ago |
| BODMAS month 3 | TabSyn | Mean Delta G-16.77 | | 8 | 3mo ago |
| BODMAS month 2 | Nimai-C | Mean Delta G6.88 | | 8 | 3mo ago |
| MS-Malware | TabDDPM | Mean ΔG14.34 | | 7 | 3mo ago |
| Malware dataset | Diffusion | F1 Score95.1 | | 6 | 1mo ago |
| KronoDroid | FGSM-DICNN | Accuracy99.41 | | 6 | 3mo ago |
| MaleVis | LeViT-MC | Accuracy96.6 | | 5 | 3mo ago |
| Common Malware Families min. 50 samples (10-fold cross-validation) | 1D-Conv-BiLSTM | F1 (Kaspersky)73.4 | | 5 | 3mo ago |
| MAECO-Lite ontology 5-fold cross-validation (train-test) | | Accuracy80 | | 4 | 2d ago |
| VirusShare | | Accuracy99.9 | | 4 | 3mo ago |
| Contemporary Data 2025 (test) | | True Positives (TP)106 | | 3 | 3mo ago |
| Unseen Malware Families Label Drift Scenario 8 | FARM | Precision83.72 | | 3 | 3mo ago |
| UCSB model trained on EMBER (test) | LGBM+NN-Ensemble | Accuracy72.16 | | 1 | 3mo ago |
