Privacy-Preserving Model Validation

• Research unit: INNOSUISSE
• Project number: 139.042 INNO-ICT

Key words (English)

ICT, IT security and cryptography

Abstract (English)

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.