Grafhen: Group-Based Homomorphic Encryption Without Noise(arxiv.org)
arxiv.org
Grafhen: Group-Based Homomorphic Encryption Without Noise
https://arxiv.org/abs/2510.21483
2 comments
I hadn't done a ton of research on them but I skimmed their paper.
That's a really cool find. I'm curious to see how it compares to TikTok's suite of 2PC protocols for advertising measurement and Google's use of TEEs for ad auctions.
The implementation doesn't appear to be public, but their GitHub strongly suggests that the commercial application they have in mind is privacy-preserving bidding on ads: https://github.com/raveltech