ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples

ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples

From recent research work, it has been shown that neural network (NN) classifiers are vulnerable to adversarial examples which contain special perturbations that are ignored by human eyes while can mislead NN classifiers. In this paper, we propose a practical black-box adversarial example generator,...

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Bibliographic Details
Main Authors: Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Algosaibi, Adel Aldalbahi, Mohammed Alnaeem, Abdulaziz Alhumam, Muhammad Anan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Adversarial examples
machine learning
neural network
manifold
Online Access:https://ieeexplore.ieee.org/document/9216163/

Internet

https://ieeexplore.ieee.org/document/9216163/

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