Malicious package evaluation dataset
99.595PrecisionCHASE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CHASETrial count (k)=12026.01 | 99.595 | 98.4 | 98.994 | |
| CHASETrial count (k)=22026.01 | 99.595 | 99.6 | 99.598 | |
| CHASETrial count (k)=32026.01 | 99.595 | 100 | 99.797 | |
| MalGuard (RF)Model variant=Random Forest2026.01 | 97.239 | 92.153 | 94.628 | |
| PYPILINE2026.06 | 96.7 | 99.6 | 98.1 | |
| MalGuard2026.06 | 91 | 94 | 92.4 | |
| Guarddog2026.06 | 86.9 | 78.6 | 82.5 | |
| bandit4mal2026.06 | 80.6 | 88.7 | 84.4 | |
| OSSGadget2026.06 | 72.5 | 81 | 76.5 | |
| GuardDog2026.01 | 67.457 | 85.4 | 75.375 |