Malicious Package Detection on PyPI NPM-trained (test)
75.1PrecisionCerebro RoBERTa
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Cerebro RoBERTaTrain Set=NPM, Test Set=PyPI2023.09 | 75.1 | 44.1 | |
| Cerebro BERTTrain Set=NPM, Test Set=PyPI2023.09 | 72 | 49.1 | |
| AmalfiDTTrain Set=NPM, Test Set=PyPI2023.09 | 72 | 18 | |
| Cerebro T5Train Set=NPM, Test Set=PyPI2023.09 | 65.2 | 63.4 | |
| AmalfiNBTrain Set=NPM, Test Set=PyPI2023.09 | 42 | 31.5 | |
| AmalfiSVMTrain Set=NPM, Test Set=PyPI2023.09 | 38.4 | 76 |