Vulnerability Detection Runtime Analysis on 12 Real-world Python Projects
3.2Total TimePUFFERDOS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PUFFERDOSProject=cffi2026.06 | 3.2 | 0.4 | 2.8 | |
| PUFFERDOSProject=python-markdown2026.06 | 4 | 0.9 | 3.1 | |
| PUFFERDOSProject=readme-ai2026.06 | 4 | 1.8 | 2.2 | |
| PUFFERDOSProject=neural-compressor2026.06 | 5.1 | 0.2 | 4.9 | |
| RENGARProject=python-markdown2026.06 | 5.2 | 0.3 | 4.9 | |
| RENGARProject=readme-ai2026.06 | 6.1 | 0.7 | 5.4 | |
| RENGARProject=cffi2026.06 | 6.3 | 0.2 | 6.1 | |
| PUFFERDOSProject=pydantic2026.06 | 7.8 | 1.1 | 6.7 | |
| PUFFERDOSProject=peewee2026.06 | 9.3 | 0.4 | 8.9 | |
| RENGARProject=neural-compressor2026.06 | 9.3 | 0.1 | 9.2 | |
| PUFFERDOSProject=h5py2026.06 | 12.3 | 0.5 | 11.8 | |
| RENGARProject=peewee2026.06 | 12.8 | 0.2 | 12.6 | |
| RENGARProject=pydantic2026.06 | 13 | 0.4 | 12.6 | |
| PUFFERDOSProject=pygments2026.06 | 14.6 | 2.7 | 11.9 | |
| PUFFERDOSProject=Avg.2026.06 | 14.6 | 1.2 | 13.4 | |
| RENGARProject=h5py2026.06 | 16.3 | 0.2 | 16.1 | |
| RENGARProject=Avg.2026.06 | 18.9 | 0.5 | 18.4 | |
| PUFFERDOSProject=sphinx2026.06 | 19.1 | 0.6 | 18.5 | |
| RENGARProject=pygments2026.06 | 21.4 | 1.1 | 20.3 | |
| PUFFERDOSProject=nltk2026.06 | 23 | 1.3 | 21.7 | |
| RENGARProject=sphinx2026.06 | 25.4 | 0.3 | 25.1 | |
| RENGARProject=nltk2026.06 | 28.3 | 0.6 | 27.7 | |
| PUFFERDOSProject=langchain2026.06 | 30.9 | 1.6 | 29.3 | |
| RENGARProject=langchain2026.06 | 35.9 | 0.7 | 35.2 | |
| PUFFERDOSProject=numpy2026.06 | 41.9 | 2.3 | 39.6 | |
| RENGARProject=numpy2026.06 | 47.4 | 0.9 | 46.5 |