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cs.LG2019★ 50 cited
Adversarial Examples in Modern Machine Learning: A Review
Rey Reza Wiyatno, Anqi Xu, Ousmane Dia +1
Recent research has found that many families of machine learning models are vulnerable to adversarial examples: inputs that are specifically designed to cause the target model to p…
cs.LG2018
Maximal Jacobian-based Saliency Map Attack
Rey Wiyatno, Anqi Xu
The Jacobian-based Saliency Map Attack is a family of adversarial attack methods for fooling classification models, such as deep neural networks for image classification tasks. By…