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Seeing is Not Believing: Camouflage Attacks on Image Scaling Algorithms
We also present an algorithm that can successfully enable attacks against famous cloud-based image services (such as those from Microsoft Azure, Aliyun, Baidu, and Tencent) and cause obvious misclassification effects, even when the details of image processing (such as the exact scaling algorithm and scale dimension parameters) are hidden in the cloud.
Wolf in Sheep's Clothing - The Downscaling Attack Against Deep Learning Applications
This paper presents a downscaling attack that targets the data scaling process in deep learning applications.
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