Related q: I had a commercial dataset that I would loved to have found a way of verifiably locking access down to but still allowing my customers to consume it for model training etc. Anyone come across such a thing?
that sounds difficult. Is it possible? Once the customer has access to the data, how can you guarantee they don't copy it?
Ask HN: Is there a market for zero-knowledge API's?
11–19 of 19 posts
Re: Ask HN: Is there a market for zero-knowledge API's?
#12HIPAA compliant GPT, for example
Re: Ask HN: Is there a market for zero-knowledge API's?
#13Yes, I think so. Seems like what some enterprises will need HIPAA compliant GPT, for example
Re: Ask HN: Is there a market for zero-knowledge API's?
#14cheers
Re: Ask HN: Is there a market for zero-knowledge API's?
#15that can be trained on company data.
Re: Ask HN: Is there a market for zero-knowledge API's?
#16just want to say your website is awesome and I like ur Go chess project cheers
Re: Ask HN: Is there a market for zero-knowledge API's?
#17Earlier quoted context omitted.
exactly as any existing API, it's just that you would encrypt the prompt with the API public key before querying the API; since it's running in a secure enclave environment, it is highly secure. My idea is that this could be interesting for applications that are sensitive but would benefit from AI features. For example, providing sentiment analysis for a journaling application (private journal entries)
Would this work in a way that could keep data on the customers' premises? I often use CUI (Confidential/Controlled Unclassified Information) or classified information, and I'm thinking this would be really big for such applications, but you'd need to be seriously secure to meet MIL standards. Then there is obviously a lot of corporate info or banking info with different but similarly high standards... This is certain…
Re: Ask HN: Is there a market for zero-knowledge API's?
#18Yes, I think so. Seems like what some enterprises will need HIPAA compliant GPT, for example
Azure solves this https://azure.microsoft.com/en-us/products/cognitive-service...