A way to calculate on locked data without opening it.
Imagine a locked lunchbox with robot arms inside. The cloud can mix the food, but cannot peek.
It can handle private health or bank data. It is slow and costs more.
Encrypted AI inference
Homomorphic Encryption lets a model work without opening the data.
Data-privacy
Homomorphic Encryption protects privacy by hiding the original data.
Differential Privacy
Homomorphic Encryption hides data. Differential Privacy limits data leaks.