Privacy-Preserving Model Validation

• Unité de recherche: INNOSUISSE
• Numéro de projet: 139.042 INNO-ICT
• Titre du projet anglais: Privacy-Preserving Model Validation

Mots-clé (Anglais)

ICT, IT security and cryptography

Résumé des résultats (Abstract) (Anglais)

We will validate a pre-sale framework for assessing ML models on sensitive data without exposing data or intellectual property, using CKKS homomorphic encryption. The PoC will benchmark encrypted inference against plaintext baselines and deliver feasibility evidence for healthcare and regulated.