Malware Detection on Pickle-based malware detection files (real-world scanning)
0.016Average Runtime (ms)CatBoost
Evaluation results
| Method | Links | |
|---|---|---|
| CatBoostCategory=SafePickle2026.02 | 0.016 | |
| AutoencoderCategory=SafePickle2026.02 | 0.019 | |
| RandomForestCategory=SafePickle2026.02 | 0.912 | |
| FicklingCategory=SOTA Scanners2026.02 | 44.4 | |
| PickleScanCategory=SOTA Scanners2026.02 | 167.8 | |
| ModelScanCategory=SOTA Scanners2026.02 | 2,776.8 | |
| VirusTotalCategory=SOTA Scanners2026.02 | 3,081.9 | |
| ClamAVCategory=SOTA Scanners2026.02 | 11,875.6 | |
| PickleBallCategory=SOTA Scanners2026.02 | 14,000.42 |