Selective Untargeted Evasion Attack: An Adversarial Example That Will Not Be Classified as Certain Avoided Classes

Selective Untargeted Evasion Attack: An Adversarial Example That Will Not Be Classified as Certain Avoided Classes

Deep neural networks (DNNs) have useful applications in machine learning tasks involving recognition and pattern analysis. Despite the favorable applications of DNNs, these systems can be exploited by adversarial examples. An adversarial example, which is created by adding a small amount of noise to...

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Bibliographic Details
Main Authors: Hyun Kwon, Yongchul Kim, Hyunsoo Yoon, Daeseon Choi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Machine learning
adversarial example
deep neural network (DNN)
avoided classes
Online Access:https://ieeexplore.ieee.org/document/8727886/

Internet

https://ieeexplore.ieee.org/document/8727886/

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