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![Dagnum_PI Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::913374738071932933.png) Dagnum P.I. [@Dagnum_PI](/creator/twitter/Dagnum_PI) on x 31K followers
Created: 2025-07-19 19:04:28 UTC

Leverage privacy-preserving techniques

"There are several privacy-preserving techniques that can be leveraged for increased data security... e.g., data masking, differential privacy, federated learning."

@Conste11ation HGTP's privacy-focused architecture could enable "federated privacy webs," combining techniques like differential privacy with blockchain for biomedicine-like case studies without exposing raw data.

![](https://pbs.twimg.com/media/GwPg0kTWcAAmEjm.png)

XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1946647344394678531/c:line.svg)

**Related Topics**
[blockchain](/topic/blockchain)
[conste11ation](/topic/conste11ation)
[coins privacy](/topic/coins-privacy)
[pi](/topic/pi)

[Post Link](https://x.com/Dagnum_PI/status/1946647344394678531)