Malicious Package Detection on PyPI (Extremely Small ≤1.57KB)
95.96AccuracyH2GLM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| H2GLM2026.07 | 95.96 | 95.62 | 96.32 | 95.97 | |
| MPHunter2026.07 | 92.65 | 90.28 | 95.59 | 92.86 | |
| Qwen3number of parameters=14b2026.07 | 90.77 | 89.55 | 92.31 | 90.91 | |
| HERCULE2026.07 | 87.5 | 83.12 | 94.12 | 88.28 | |
| DeepSeek-R1number of parameters=70b2026.07 | 80.51 | 72.68 | 97.79 | 83.39 | |
| OSSGadget2026.07 | 69.85 | 65.17 | 85.29 | 73.89 | |
| Warehouse2026.07 | 54.41 | 87.5 | 10.29 | 18.42 | |
| Bandit4Mal2026.07 | 52.21 | 52.24 | 51.47 | 51.85 | |
| Naive Bayes2026.07 | 50.46 | 51.02 | 45.45 | 48.08 | |
| Clustering2026.07 | 45.21 | 43.4 | 31.51 | 36.51 | |
| Qwen2.5number of parameters=7b2026.07 | 44.85 | 44.53 | 41.91 | 43.18 | |
| Llama3number of parameters=8b2026.07 | 41.36 | 42.75 | 50.91 | 46.47 |