On the Effectiveness of Adversarial Training in Defending against Adversarial Example Attacks for Image Classification

State-of-the-art neural network models are actively used in various fields, but it is well-known that they are vulnerable to adversarial example attacks. Throughout the efforts to make the models robust against adversarial example attacks, it has been found to be a very difficult task. While many de...

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Bibliographic Details
Main Authors: Sanglee Park, Jungmin So
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/22/8079