Logistic Regression Training on Encrypted Data with FHE

End-to-end deep dive of the project, spanning a large GPU cluster, distributed RocksDB, and terabytes of sharded HNSW.

Encrypted image filtering using homomorphic encryption

Hi, creator here. This is a demo of our recent work presented at Oakland (IEEE S&P): https://eprint.iacr.org/2022/368. The server and client code are written in Rust and available here: https://github.com/menonsamir/spiral-rs. The general aim of our work is to show that homomorphic encryption is practical today for real-world applications. The server we use to serve this costs $35/month! A quick overview: the client uses homomorphic encryption to encrypt the article number that they would like to retrieve. The server processes the query and…

A tutorial on how to code a privacy-preserving version of Shazam using Zama Concrete ML.

A Fully Homomorphic Encryption Brainfuck virtual machine - f-prime/arcanevm

Explore and run AI code with Kaggle Notebooks | Using data from Titanic - Machine Learning from Disaster