Adversarial attacks and defenses in deep learning

The adversarial example is a modified image that is added imperceptible perturbations, which can make deep neural networks decide wrongly. The adversarial examples seriously threaten the availability of the system and bring great security risks to the system. Therefore, the representative adversari...

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Bibliographic Details
Published in:网络与信息安全学报
Main Authors: LIU Ximeng, XIE Lehui, WANG Yaopeng, LI Xuru
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2020-10-01
Subjects:
adversarial examples
adversarial attacks
adversarial defenses
deep learning security
Online Access:http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2020071

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http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2020071

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