Method, device and computer program product for detecting confrontation sample

The invention provides a method and device for detecting an adversarial sample, electronic equipment, a storage medium and a computer program product, relates to the technical field of artificial intelligence, in particular to computer vision, image recognition and deep learning technologies, and ca...

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Hauptverfasser: GAN YIXIAN, LYU ZHONGHOU, WANG YANG, ZHANG HUAZHENG, HWANG YOUNG-IN, TIAN WEIJUAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a method and device for detecting an adversarial sample, electronic equipment, a storage medium and a computer program product, relates to the technical field of artificial intelligence, in particular to computer vision, image recognition and deep learning technologies, and can be used in an adversarial sample detection scene. According to the specific implementation scheme, an obtained target image is processed through multiple preset compression modes, and multiple processed images are obtained; inputting the target image and the plurality of processed images into a target model to obtain a plurality of output results; and according to the multiple output results, determining whether the target image is an adversarial sample, and obtaining a detection result. The accuracy of the detection result of the adversarial sample is improved. 本公开提供了一种检测对抗样本的方法、装置、电子设备、存储介质及计算机程序产品,涉及人工智能技术领域,具体涉及计算机视觉、图像识别和深度学习技术,可用于对抗样本检测场景下。具体实现方案为:通过多种预设压缩方式处理所获取的目标图像,得到多个处理后图像;将目标图像和多个处理后图像输入目标模型,得到多个输出结果;