Privacy-Preserving Model Validation

• Forschungsstelle: INNOSUISSE
• Projektnummer: 139.042 INNO-ICT
• Projekttitel Englisch: Privacy-Preserving Model Validation

Schlüsselwörter (Englisch)

ICT, IT security and cryptography

Abstract (Englisch)

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.