2026-01-16 10:20:30

Privacy protection and information sharing of healthcare data have always been industry pain points. One project has provided a pretty good solution—medical record data is automatically end-to-end encrypted during upload and then dispersed across nodes worldwide. The coolest part is the use of zero-knowledge proof technology, allowing regulatory agencies and research institutions to perform compliance audits and joint research without accessing the original data. This ensures data security while not wasting the research value of the data, achieving a pretty good balance.

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MEVVictimAlliance

· 7h ago

Zero-knowledge proofs are indeed impressive, but can they really be implemented? Sensitive data like medical records stored in a decentralized manner sounds secure, but it also seems to introduce new risks. I believe in this technical solution; the key is that regulatory bodies in various countries need to cooperate. End-to-end encryption + zero-knowledge proofs—this combination is quite powerful. Data privacy and value sharing—finally, someone is seriously addressing this. It looks perfect, but the devil is in the details when it comes to privacy. I've heard of zero-knowledge proofs before, but this is the first time I've seen them applied in the medical field—quite interesting. Decentralized storage across global nodes—could this actually increase the difficulty of audits? This is what true Web3 thinking looks like—data sovereignty returning to the users. Can it truly prevent medical data brokers? That will be the real test.

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