How FHE Works

Understand the magic behind Obfuscora's encrypted financial analytics

The 4-Step Process

Send plaintext financial data (income, transactions, credit scores) to Obfuscora

Data is encrypted using Fully Homomorphic Encryption (BGV/BFV/CKKS schemes)

Run algorithms directly on encrypted data without decryption

Receive encrypted output that only you can decrypt

Used for: Credit Risk, Loan Default Prediction

Type: Integer operations

Best for discrete mathematical operations on encrypted integers

Used for: AML Screening, Threshold Alerting

Type: Integer arithmetic

Optimized for financial calculations and compliance checks

Used for: Fraud Detection, Anomaly Scoring

Type: Real number operations

Ideal for machine learning models and floating-point computations

Semantic security against chosen plaintext attacks - standard in cryptography

Ciphertext reveals no information about plaintext without the private key

Enterprise-grade key length resistant to quantum computing threats

Encrypted logs of all computations for compliance and forensics

Credit Risk, RWA calculations, Stress testing

Data minimization, Privacy by design

Fair value, Explainable decisions

AML screening, Threshold alerting

Strong authentication, Data security

Information security management

Explore our API documentation or book a demo with our team