A comprehensive survey of robust deep learning in computer vision

Deep learning has presented remarkable progress in various tasks. Despite the excellent performance, deep learning models remain not robust, especially to well-designed adversarial examples, limiting deep learning models employed in security-critical applications. Therefore, how to improve the robus...

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Bibliographic Details
Main Authors: Jia Liu, Yaochu Jin
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-11-01
Series:Journal of Automation and Intelligence
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S294985542300045X
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