ENCODING DATA FOR HOMOMORPHIC COMPUTATION AND PERFORMING HOMOMORPHIC COMPUTATION ON ENCODED DATA

    公开(公告)号:US20240171374A1

    公开(公告)日:2024-05-23

    申请号:US18550100

    申请日:2021-03-12

    CPC classification number: H04L9/008 H04L9/06

    Abstract: In some aspects, a method for generating encoded plaintext data in a plaintext vector space includes obtaining a plurality of vectors of plaintext elements, where each plaintext element is an element of a first finite field. The method further includes encoding the plurality of vectors of plaintext elements to a vector of field elements, where each vector of plaintext elements is encoded to a respective field element of the vector of field elements, each of the field elements is an element of a second finite field, and the second finite field is a finite extension field of the first finite field. The method additionally includes encoding the vector of field elements into an element of the plaintext vector space to produce the encoded plaintext data for homomorphic encryption and computation.

    GENERATING AN OUTPUT FOR A RECTIFIED LINEAR UNIT (RELU)-ACTIVATED NEURON OF A NEURAL NETWORK

    公开(公告)号:US20240062053A1

    公开(公告)日:2024-02-22

    申请号:US18260585

    申请日:2021-01-08

    CPC classification number: G06N3/063

    Abstract: In some aspects, a set of input elements is obtained, at a rectified linear unit-activated neuron of a neural network based, on input data at the neuron. A first group and a second group of input elements are generated based on the set of input elements. The first group and the second group of input elements are associated with first weight elements and second weight elements, respectively. A first value is generated based on the first group of input elements and the first weight elements. A second value is generated based on the second group of input elements and the second weight elements. A third value and a fourth value are respectively generated based on a first operation and a second operation on the first value and the second value. An output of the neuron is generated based on the third value and the fourth value.

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