this post was submitted on 05 Jan 2025
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Privacy
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That's really cool (not the auto opt-in thing). If I understand correctly, that system looks like it offers pretty strong theoretical privacy guarantees (assuming their closed-source client software works as they say, with sending fake queries and all that for differential privacy). If the backend doesn't work like they say, they could infer what landmark is in an image when finding the approximate minimum distance to embeddings in their DB, but with the fake queries they can't be sure which one is real. They can't see the actual image either way as long as the "128-bit post-quantum" encryption algorithm doesn't have any vulnerabilies (and the closed source software works as described).