AI Regulations and Compliance

We study the implications of AI regulations and compliance requirements on the development and deployment of foundation models.

Startups

The world's first platform for building and deploying Trustworthy AI.

Publications

2026

SoK: Data Minimization in Machine Learning

Robin Staab*, Nikola Jovanović*, Kimberly Mai, Prakhar Ganesh, Martin Vechev, Ferdinando Fioretto, Matthew Jagielski

SaTML 2026 * Equal contribution

Paper

2024

COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act

Philipp Guldimann, Alexander Spiridonov, Robin Staab, Nikola Jovanović, Mark Vero, Velko Vechev, Anna Gueorguieva, Mislav Balunović, Nikola Konstantinov, Pavol Bielik, Petar Tsankov, Martin Vechev

arXiv 2024

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From Principle to Practice: Vertical Data Minimization for Machine Learning

Robin Staab, Nikola Jovanović, Mislav Balunović, Martin Vechev

IEEE S&P 2024

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