| CPC H04L 9/008 (2013.01) | 20 Claims |

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1. A method implemented in part on at least one processor for secure computations under Homomorphic Encryption (HE), comprising:
receiving an encrypted data point that encrypts one or more elements, wherein at least one element is associated with a plaintext number, the plaintext number being represented in the encrypted data point as a set of one-hot maps, each of the set of one-hot maps corresponding to a coprime factor computed for the plaintext number using a Chinese Remainder Theorem (CRT) encoding;
under homomorphic encryption, generating a one-hot map representation of the plaintext number using the set of one-hot maps;
under homomorphic encryption, performing an operation on the one-hot representation and generating a result; and
providing the result as a response to the encrypted data point.
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