This was recorded at the ZK11 - Zero Knowledge Summit 11 on April 10th, 2024 in Athens, Greece.

https://www.zksummit.com/

Title: Let's Build Something Impossible Using Multi-Party FHE
Speaker: Janmajaya Mall (Gauss Labs)

Description:
The opportunities to build using Multi-party FHE are at the cutting edge of development.

Imagine if we could:

⁃ Find how similar genomic construction of two different people are
⁃ Look into how similar is geolocation activity of two people and how similar are their spending habits?

These applications offer new set of experiences while ensuring user's data stays private.

During the talk we will dive deep into how to develop FHE circuits (similar to zk circuits) for such applications without having to learn core cryptography behind FHE.

All these applications keep the user's data private with magic of multi-party FHE.

Moreover, the techniques discussed to build the applications can further be applied to develop more complex applications such as machine learning inference on encrypted data, encrypted data analytics on private inputs from multiple parties, or even training logistic regression model on private inputs from multiple parties.

https://github.com/gausslabs/ckks-tut....

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