Skip to main content

Detects AI generated code using ML

Project description

BotSniffer

Detects source code generated by AI on projects using Machine Learning and "Feature Extraction."

Usage

On the command line

You can use botsniffer in your terminal as command line. You need to train the tool before being able to detect code.

I included some AI generated snippets, but you need to incorporate a bigger dataset in order to make it fully functional.

$ pip3 install botsniffer
$ botsniffer ./ --train (will train using the code in the current directory. Any files with "ai" in the name will be taken as AI generated).
$ botsniffer ./ --identify (will list feature extraction scores plus AI as True/False)

## Notice

This tool does not provide legal advice; I'm not a lawyer.

The code is an experimental implementation. Refrain from relying on the accuracy of the output of this tool.

## Contributing

Contributions are very welcome! See [CONTRIBUTING](CONTRIBUTING.md) for more info.

## License

This code is licensed under the [Apache 2.0 License](LICENSE).

Project details


Release history Release notifications | RSS feed

This version

0.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

botsniffer-0.1.tar.gz (12.4 kB view hashes)

Uploaded Source

Built Distribution

botsniffer-0.1-py3-none-any.whl (14.2 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page