Patent ID: 11886785
Assignee: IUCF-HYU (INDUSTRY-UNIVERSITY COOPERATION FOUNDATION HANYANG UNIVERSITY)
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 7:
8. A non-transitory computer readable recording medium product recording program codes for performing a method for verifying a convolutional neural network model comprising the steps of:
(a) generating a polynomial circuit equation for a first configuration of a plurality of configurations configuring the convolutional neural network model;
(b) generating a first commitment value and a first proof value by applying a zero-knowledge proof scheme based on the polynomial circuit equation;
(c) generating an arithmetic circuit equation for a second configuration of the plurality of configurations;
(d) generating a second commitment value and a second proof value by applying a zero-knowledge proof scheme based on the arithmetic circuit equation; and
(e) generating a connection proof value connecting the first commitment value and the second commitment value.