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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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