# BETH

BETH dataset of system process events.

This dataset contains labeled host-based telemetry collected from benign and malicious activity. The loader uses the process event CSV files and predicts whether an event is labeled as evil. DNS logs and the testing CSV are ignored.

## Attributes

- **desc**

  Return the description from the docstring.
- **is\_downloaded**

  Indicate whether or the data has been correctly downloaded.
- **path**

## Methods

> [!NOTE]
>
> **download**

> [!NOTE]
>
> **take**
>
> Iterate over the k samples.
>
> **Parameters**
>
> - **k** — `int`

## References

- [BETH dataset on Kaggle](<https://www.kaggle.com/katehighnam/beth-dataset>)
- [Imperial College London data archive](<https://data.hpc.imperial.ac.uk/resolve/?doi=9422&amp;file=4&amp;access=>)