معرفی
Jean-Pierre Hubaux is a Professor at the École polytechnique fédérale de Lausanne (EPFL), serving as Academic Director of the EPFL Center for Digital Trust. His research focuses on cryptography, data privacy, and secure computation with applications in genomics, machine learning, and federated analytics.
- Developed SF-GWAS and SF-PCA for secure, federated genomic and data science workflows
- Created Lattigo and Helium libraries for homomorphic encryption and multiparty computation
- Proposed VERITAS and CRISP frameworks to secure homomorphic encryption pipelines against malicious adversaries
His work bridges theoretical cryptography with practical implementations, enabling real-world privacy-preserving analytics across domains like healthcare and finance. He actively contributes to open science initiatives and educational platforms at EPFL.
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