AI newsThe story, in brief
Machine learning models that act on encrypted data
Nobody is talking about encrypted ML training. Amazon just solved the privacy problem that's blocking enterprise AI adoption.
The KeyNews take
Why it matters
This breakthrough could unlock massive enterprise datasets that companies have been too risk-averse to use for AI training, potentially accelerating corporate AI adoption across regulated industries.
The key facts
3 to knowPrivacy-preserving XGBoost algorithm
Enables ML on encrypted data
Cloud deployment capability
Go to the source
Amazon Scienceamazon.science
Publisher excerpt: A privacy-preserving version of the popular XGBoost machine learning algorithm would let customers feel even more secure about uploading sensitive data to the cloud.
