Fully Homomorphic Encryption
Process sensitive data in untrusted environments while it remains fully encrypted, ensuring absolute privacy.
Compute Without Seeing
Fully Homomorphic Encryption (FHE) is a revolutionary cryptographic technique that allows for arbitrary computations on encrypted data. This means you can process, analyze, and derive insights from data without ever needing to decrypt it, making it a game-changer for privacy and security.
At Aunova, we harness the power of FHE to build systems where data privacy is mathematically guaranteed, even during active computation in cloud environments or third-party services.
Our FHE Capabilities
Encrypted Data Processing
Implement solutions that perform complex operations—from statistical analysis to machine learning—directly on encrypted datasets.
- Private data aggregation
- Secure multi-party computation
- Encrypted search and query
- Integration with existing data pipelines
Private AI & Machine Learning
Train and run machine learning models on encrypted data, ensuring that sensitive information is never exposed.
- Encrypted model training
- Private inference as a service
- Secure AI for healthcare and finance
- Compliance with GDPR, HIPAA, and more
Secure Cloud & Outsourced Computation
Migrate sensitive computations to the cloud with confidence, knowing your data is protected from providers and attackers.
- End-to-end encrypted data workflows
- Protection against infrastructure breaches
- Secure data collaboration
- Verifiable computation results
Real-World Applications
Financial Services
Analyze encrypted financial data for fraud detection, credit scoring, and risk assessment without exposing customer information.
Healthcare
Conduct medical research and build predictive models on encrypted patient records, preserving confidentiality.
Manufacturing
Enable secure multi-party supply chain analytics without revealing sensitive operational data to partners.
Government
Process and analyze classified or sensitive citizen data securely across different agencies or departments.
Ready to Unlock Your Data's Potential with FHE?
Let's discuss how we can help you build next-generation applications with Fully Homomorphic Encryption.