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METHOD AND APPARATUS FOR DETECTING MODEL SECURITY AND ELECTRONIC DEVICE

机译:用于检测模型安全性和电子设备的方法和装置

摘要

Disclosed in the embodiments of the present description are a method and apparatus for detecting model security and an electronic device. The method comprises: using a generative adversarial nets (GAN) frame, a model to be detected and sample training to obtain a discriminator; by means of the discriminator, making a determination for data of an intermediate result and/or output result calculated by the model to be detected for current input data so as to detect whether the model to be detected is currently secure.
机译:在本说明书的实施例中公开了一种用于检测模型安全性的方法和装置以及一种电子设备。该方法包括:使用生成对抗网络(GAN)框架,要检测的模型和样本训练以获得鉴别器;以及借助于鉴别器,对于当前输入数据确定由待检测模型计算出的中间结果和/或输出结果的数据,从而检测待检测模型当前是否安全。

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