首页> 外国专利> ADVERSARIAL ATTACK MODEL TRAINING METHOD AND APPARATUS, ADVERSARIAL IMAGE GENERATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM

ADVERSARIAL ATTACK MODEL TRAINING METHOD AND APPARATUS, ADVERSARIAL IMAGE GENERATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM

机译:对抗攻击模型训练方法和装置,对抗图像生成方法和装置,电子设备和存储介质

摘要

An adversarial attack model training method and apparatus, an adversarial image generation method and apparatus, an electronic device, and a storage medium. An adversarial attack model comprises a generator network (201, 301). The training method comprises: generating an adversarial attack image by using the generator network (201, 301) on the basis of a training digital image (S41); performing adversarial attack on a target model on the basis of the adversarial attack image, and obtaining an adversarial attack result (S43); obtaining a physical image corresponding to the training digital image (S45); and training the generator network on the basis of the training digital image, the adversarial attack image, the adversarial attack result, and the physical image (S47).
机译:对侵犯攻击模型训练方法和装置,对抗图像生成方法和装置,电子设备和存储介质。 对抗性攻击模型包括发电机网络(201,301)。 训练方法包括:基于训练数字图像(S41)使用发电机网络(201,301)来生成对抗性攻击图像; 基于对抗性攻击图像对目标模型进行对抗性攻击,并获得对抗攻击结果(S43); 获得对应于训练数字图像的物理图像(S45); 并基于训练数字图像,对抗攻击图像,对抗性攻击结果和物理图像训练发电机网络(S47)。

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