AIBoMGen Research Experiments

This repository contains evaluation scripts and results for the AIBoMGen proof of concept repository.

AIBoMGen Ecosystem

This repository is part of the broader AIBoMGen ecosystem for generating, analyzing, and validating AI/ML Bills of Materials (AIBOMs).

Repository	Purpose
AIBoMGen CLI	Command-line tool for generating AIBOMs from source code and ML artifacts
AIBoMGen CLI Action	GitHub Action for automated AIBOM generation in CI/CD pipelines
AIBoMGen CLI Dashboard	Demo dashboard using AIBoMGen CLI
AIBoMGen	Proof of concept research repository
AIBoMGen Experiments	Experimental evaluations of AIBoMGen

How to Run the Experiments

1. Ensure the backend API is running on localhost:8000 without authentication.
2. Navigate to the scripts folder.
3. Run the Jupyter notebooks in the respective subfolders to execute the experiments:
   • basic_eval/
   • performance/
   • storage/

Results

• The resulting jobs and outputs will be written to the results folder.
• Each experiment will create a subfolder in results corresponding to its type and configuration.

Publishing

This repository is published on Zenodo.

Contact

For inquiries, feel free to reach out

Maintained by:

Wiebe Vandendriessche
wiebe.vandendriessche@ugent.be
LinkedIn
DISCOVER: IDLab, Ghent University – imec.

License

This project is licensed under the terms described in the LICENSE file.

Acknowledgements

This work has been partially supported by the CRACY project, funded by the European Union’s Digital Europe Programme under grant agreement No 101190492.