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by logannyeMD 268 days ago
FWIW: I created a github repo for compact zero-knowledge proofs that could be useful for privacy-preserving ML models of reasonable size (https://github.com/logannye/space-efficient-zero-knowledge-p...). Unfortunately, FHE's computational overhead is still prohibitive for running ML workloads except on very small models. Hoping to help make ZKML a little more practical.
2 comments

This sounds super interesting. Can you elaborate on how you apply ZK to ML? (or can you point me to any resources?)
Did you check Zama.ai's work on FHE?