From the source
To perform sentiment analysis on encrypted data using homomorphic encryption with the Concrete-ML library, covering the use of transformers and XGBoost, training, and deployment to the cloud with a client/server protocol.
From the source
This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings without any prior knowledge of cryptography. We provide a practical tutorial on how to use the library to build a sentiment analysis model on encrypted data.
huggingface.co
