Malicious Package Detection on NPM PyPI-trained (test)
48.8PrecisionAmalfiNB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AmalfiNBTrain Set=PyPI, Test Set=NPM2023.09 | 48.8 | 5.2 | |
| Cerebro RoBERTaTrain Set=PyPI, Test Set=NPM2023.09 | 46.5 | 92.7 | |
| Cerebro BERTTrain Set=PyPI, Test Set=NPM2023.09 | 41.9 | 93 | |
| Cerebro T5Train Set=PyPI, Test Set=NPM2023.09 | 37.5 | 90.9 | |
| AmalfiSVMTrain Set=PyPI, Test Set=NPM2023.09 | 28.8 | 94.6 | |
| AmalfiDTTrain Set=PyPI, Test Set=NPM2023.09 | 14.4 | 4.7 |