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The main advantage I have heard is reducing the amount of data the client has to send to the cloud. As said in A Comparison of the Homomorphic Encryption Schemes FV and YASHE: [...] ciphertext expansion (i.e. the ciphertext size divided by the plaintext size) of current FHE schemes is prohibitive (thousands to millions). For example using ...

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