Structure-Preserving Progressive Low-rank Image Completion for Defending Adversarial Attacks

Deep neural networks recognize objects by analyzing local image details and summarizing their information along the inference layers to derive the final decision. Because of this, they are prone to adversarial attacks. Small sophisticated noise in the input images can accumulate along the network in...

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Hauptverfasser:	Zhao, Zhiqun, Wang, Hengyou, Sun, Hao, He, Zhihai
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
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