Malware Detection on PickleBall (cross-dataset)
100TP RateModelScan
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ModelScanModel Category=SOTA Scanners, Abbreviation=MS2026.02 | 100 | 0 | 39.14 | |
| PickleBallModel Category=SOTA Scanners, Abbreviation=PB2026.02 | 100 | 79.8 | 76.09 | |
| PickleScanModel Category=SOTA Scanners, Abbreviation=PS2026.02 | 97.18 | 92.55 | 86.79 | |
| RandomForestModel Category=SafePickle Supervised, Abbreviation=RF2026.02 | 93 | 60.8 | 81.22 | |
| CatBoostModel Category=SafePickle Supervised, Abbreviation=CB2026.02 | 93 | 60.4 | 81.15 | |
| FicklingModel Category=SOTA Scanners, Abbreviation=FIC2026.02 | 88.24 | 57.14 | 54.88 | |
| AutoencoderModel Category=SafePickle Supervised, Abbreviation=AE2026.02 | 57.9 | 87.84 | 75.12 | |
| ClamAVModel Category=SOTA Scanners, Abbreviation=C-AV2026.02 | 26.76 | 99.15 | 41.35 | |
| VirusTotalModel Category=SOTA Scanners, Abbreviation=VT2026.02 | 7.69 | 92.77 | 11.81 |