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cs.CR2026
Privacy Foundations for Multi-Institutional Scientific Artificial Intelligence
Olivera Kotevska, Sumit Jha, Aur'elien Bellet +6
Scientific artificial intelligence (AI), spanning foundation models (FMs) to federated data-analysis pipelines, is becoming shared infrastructure across national laboratories, univ…
cs.CR2024
Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System
Ravi Madduri, Zilinghan Li, Tarak Nandi +3
The concept of a learning healthcare system (LHS) envisions a self-improving network where multimodal data from patient care are continuously analyzed to enhance future healthcare…