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by u1hcw9nx·1d ago·view on hn ↗
I think you have completely wrong use cases in mind. You will not use this for normal compute workloads.

Typical use cases are for doing biometric authentication without giving your biometric information, or sensitive queries using medical information. Apple has homomorphic encryption in image search. You can use your own photos encrypted into the cloud to search for landmarks in the image without revealing photos.

People can also coordinate and compare information without sharing sensitive data.

2 comments
Yeah, for simple calculations on medical data or whatnot, FHE is a highly useful tool. I do wonder, will indistinguishability obfuscation or witness encryption ever be a viable scheme?
Is that (LLM) AI, though?