Computing on private data
Nobody talking: While everyone debates AI regulation, the real privacy battle is happening in how we compute on sensitive data.

Why it matters
Technical explainer on privacy-preserving computation methods that will be critical for AI applications handling sensitive data, especially as regulatory pressure increases.
The key facts
4 to knowSecure multiparty computation
Differential privacy
Context-dependent privacy advantages
Amazon Science publication
Go to the source
Amazon Scienceamazon.science
Publisher excerpt: Both secure multiparty computation and differential privacy protect the privacy of data used in computation, but each has advantages in different contexts.

