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This article provides:1. A detailed survey of homomorphic encryption (HE) using public key algorithms such as RSA, El-Gamal, and Paillier algorithms.2. Fully homomorphic encryption (FHE) schemes.This work can be helpful as a guide to principles, properties of FHE as researchers believe in the possibility of advancement in the FHE area.doi:10.6084/m9.figshare.5996759.v1 fatcat:kunl4v6rynawjneutyvtttptpa