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Preprint Sep 2026

Privacy Foundations for Multi-Institutional Scientific Artificial Intelligence

Scientific artificial intelligence (AI), spanning foundation models (FMs) to federated data-analysis pipelines, is becoming shared infrastructure across national laboratories, universities, hospitals, and industrial partners. This collaboration creates privacy risks whose natural unit is often an institution's particip...

O. Kotevska, Sumit Kumar Jha, A. Bellet et al. · 1 citation

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