A survey of practical adversarial example attacks

Abstract Adversarial examples revealed the weakness of machine learning techniques in terms of robustness, which moreover inspired adversaries to make use of the weakness to attack systems employing machine learning. Existing researches covered the methodologies of adversarial example generation, th...

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Bibliographic Details
Main Authors: Lu Sun, Mingtian Tan, Zhe Zhou
Format: Article
Language:English
Published: SpringerOpen 2018-09-01
Series:Cybersecurity
Subjects:
Online Access:http://link.springer.com/article/10.1186/s42400-018-0012-9