Wangjia Yu

Resolution Attack: Exploiting Image Compression to Deceive Deep Neural Networks

Model robustness is essential for ensuring the stability and reliability of machine learning systems. Despite extensive research on various aspects of model robustness, such as adversarial robustness and label noise robustness, the exploration of robustness towards different resolutions, remains les…