公开(公告)号：GB2608033A

公开(公告)日：2022-12-21

申请号：GB202212229

申请日：2021-01-18

Applicant: IBM

Inventor： ZHONGSHU GU ,  XIAOKUI SHU ,  HANI JAMJOOM ,  TENGFEI MA

IPC: G06F11/36 ,  G06F9/00 ,  G06N3/10

Abstract: Mechanisms are provided to implement a neural flow attestation engine and perform computer model execution integrity verification based on neural flows. Input data is input to a trained computer model that includes a plurality of layers of neurons. The neural flow attestation engine records, for a set of input data instances in the input data, an output class generated by the trained computer model and a neural flow through the plurality of layers of neurons to thereby generate recorded neural flows. The trained computer model is deployed to a computing platform, and the neural flow attestation engine verifies the execution integrity of the deployed trained computer model based on a runtime neural flow of the deployed trained computer model and the recorded neural flows.