Adversarial attacks and defenses in deep learning

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 adversarial at...

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