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I started doing a relevant project https://github.com/barisozmen/securegenomics https://github.com/barisozmen/securegenomics . Because I believe 23andMe event w
by barisozmen 1y ago
I started doing a relevant project https://github.com/barisozmen/securegenomics https://github.com/barisozmen/securegenomics . Because I believe 23andMe event will result in people to be more wary of sharing their genetic data, and we need ways to make people able to contribute in genetic research without exposing their data.
- jraph 1y agoIn what you show, people encrypt their genome before uploading data on some server, and then scientists can work on the data. How are scientists able to work on encrypted genomes?
- vintermann 1y agoHomomorphic encryption, presumably? It's not impossible. But I also think it's overkill. Also, I don't know of good open source software that lets me do the kind of analysis I want even on non-encrypted data.
- jraph 1y ago> Homomorphic encryption, presumably? That would not be very comforting, this would mean that even encrypted, we can know stuff from the encrypted form, which kinds of defeat the purpose unless I'm missing something.
- barisozmen 1y agoYes, it's by homomorphic encryption as @vintermann mentioned. That being said, scientists can implement their own protocols, and use whatever technique they want. For example: https://github.com/securegenomics/protocol-alzheimers-sensitive-allele-frequency https://github.com/securegenomics/protocol-alzheimers-sensit.... It's that our platform makes federated computing + homomorphic encryption analysis easy, but protocols are customizable.