Show HN: Predictive ML model on encrypted data with Fully Homomorphic Encryption(kaggle.com)
kaggle.com
Show HN: Predictive ML model on encrypted data with Fully Homomorphic Encryption
https://www.kaggle.com/code/concretemlteam/titanic-with-privacy-preserving-machine-learning
Our main idea here was not only to build a predictive model that answers the question: “what sorts of people were more likely to survive?” but also to do it on encrypted data.
This was possible thanks to our Python package: Concrete-ML that aims to simplify the use of fully homomorphic encryption (FHE) for data scientists.
Feel free to ask the team if you have any questions about our work!