Fully Homomorphic Encryption: A Deep Dive into Secure Computation
In the realm of data security and privacy, Fully Homomorphic Encryption (FHE) stands out as a groundbreaking technology. FHE allows computations to be performed on encrypted data, returning encrypted results that, when decrypted, match the outcomes of operations performed on the plaintext. This article delves into the concept of FHE, its mathematical underpinnings, and provides a toy example using the PALISADE library. ## What is Fully Homomorphic Encryption? Fully Homomorphic Encryption is a form of encryption that enables arbitrary computations on ciphertexts. The term "homomorphic" refers to the preservation of algebraic structure under transformations. In FHE, this means that operations performed on encrypted data yield the same results as if they were performed on the unencrypted data. ### The Promise of FHE FHE offers a powerful promise: the ability to process sensitive data while maintaining complete privacy. This has significant implications for cloud computing, secur...