AI Challenges
Privacy-Preserving AI & Machine Learning
In today's data-driven world, organisations face a critical challenge on how to leverage the power of artificial intelligence (AI) and machine learning while protecting sensitive data.
This is particularly crucial in the healthcare and financial sectors, where patient data or financial information require the highest level of security and confidentiality.
DuoKey's Fully Homomorphic Encryption (FHE) technology enables AI and machine learning operations on encrypted data without ever decrypting it. This ensures that sensitive data stays protected even during processing.
Enhanced Privacy
Process sensitive data while it remains encrypted, ensuring privacy throughout the entire ML lifecycle.
Regulatory Compliance
Meet strict data protection requirements while maintaining full AI functionality.
Secure Collaboration
Enable collaborations across organisations on models, insights and data without exposing sensitive data.
Risk Mitigation
Minimise data breach risks by eliminating the need for decryption during processing.
Confidential AI
Privacy-Preserving and Secure AI
Protect data confidentiality in AI with FHE
DuoKey's Confidential AI solution leverages Fully Homomorphic Encryption (FHE) to enable secure machine learning operations on encrypted data. This allows organisations to:
- Train models securely: Develop and train ML models using encrypted datasets without compromising data privacy.
- Deploy Confidently: Deploy models in production environments while maintaining end-to-end data encryption.
- Collaborate Safely: share models, insights and get results across orgranisations while keeping sensitive data protected.
Advanced FHE
Distributed Key Management
GPU acceleration with NVIDIA
Enable secure machine learning on encrypted data in your organisation
Cloud Security & Encryption
Other solutions from DuoKey