5 citations · 9 across the 2 of their papers we have counts for
3 papers
A geometry-inspired decision-based attack
Yujia Liu, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
Deep neural networks have recently achieved tremendous success in image classification. Recent studies have however shown that they are easily misled into incorrect classification…
Detection based Defense against Adversarial Examples from the Steganalysis Point of View
Jiayang Liu, Weiming Zhang, Yiwei Zhang +4
Deep Neural Networks (DNNs) have recently led to significant improvements in many fields. However, DNNs are vulnerable to adversarial examples which are samples with imperceptible…
Enhanced Attacks on Defensively Distilled Deep Neural Networks
Yujia Liu, Weiming Zhang, Shaohua Li +1
Deep neural networks (DNNs) have achieved tremendous success in many tasks of machine learning, such as the image classification. Unfortunately, researchers have shown that DNNs ar…