This project demonstrates a proof-of-concept (POC) microservice architecture using Kafka for secure communication and computation within a Kubernetes cluster. The architecture simulates a cloud environment and secure computing on sensitive data, specifically for calculating the premium value of car insurance.
Logistic Regression model over encrypted data using Fully Homomorphic Encryption to detect credit card fraud, privately.
A programming language that embbed the property of homomorphic encryption
A scalable, Fully Homomorphic Encryption (FHE) pipeline that allows for model inference on encrypted data without the need for decryption.
Sample projects introducing Microsoft SEAL
A library for performing neural network inference over homomorphically encrypted data
My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
Homomorphic Encryption for TypeScript or JavaScript - Microsoft SEAL
Microsoft SEAL 4.X For Python
A library for doing homomorphic encryption operations on tensors
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