Research & Codes
HElib is an open-source implementation of fully homomorphic encryption. The current verison of HElib supports maximumly 64 bit plain-text space precision. I am developing a wrapper library MDLHElib to support multiple precision. Basically, I applied the Chinese Remainder Theorm to obtain multiple precision.
I also developed some rountines on top of MDLHElib, including computation of mean/covariance, percentile, PCA and linear regression using fully homomorphic encryption.