classify_severity
Automatically classify the severity of a vulnerability description as low, medium, high, or critical, with support for English, Chinese, and Russian texts and auto-detection of the input language.
Instructions
Classify the severity of a vulnerability based on its description.
Uses CIRCL's fine-tuned transformer models:
English descriptions: RoBERTa-base model (low/medium/high/critical)
Chinese descriptions: MacBERT-base model (low/medium/high)
Russian descriptions: ruRoBERTa-large model (low/medium/high/critical)
Language is auto-detected from the text unless explicitly specified.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| language | No | Optional language hint — "en" for English, "zh" for Chinese, "ru" for Russian. Auto-detected if omitted. | |
| description | Yes | The vulnerability description text (English, Chinese, or Russian). |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||