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by nullc 2238 days ago
The minisketch library I worked on can be used for near optimal (in the sense of information leak) error correction for "set like" features:

https://github.com/sipa/minisketch/

Our application is for communications efficient set reconciliation to convert Bitcoin's quadratic-overhead transaction gossip protocol (O(txn*peers)) to effectively linear (O(txn)), though the primary academic work that our work was based on were concerned with fuzzy extractors for privacy preserving (and encryption key generating) biometrics.

1 comments

For more info on fuzzy extractors from biometrics see also this great paper (and the linked survey): http://www.cs.bu.edu/~reyzin/fuzzy.html