Using fully homomorphic encryption scheme, we construct fully homomorphic encryption scheme FHE4GT that can homomorphically compute an encryption of the greater-than bit that indicates x > x ′ or not, given two ciphertexts c and c ′ of x and x ′ , respectively, without knowing the secret key. Then, we construct homomorphic classifier homClassify that can homomorphically classify a given encrypted
... [Show full abstract] data without decrypting it, using machine learned parameters.