Search Results for author: Qingxin Zhu

Found 3 papers, 0 papers with code

Adversarial Samples on Android Malware Detection Systems for IoT Systems

no code implementations12 Feb 2019 Xiaolei Liu, Xiaojiang Du, Xiaosong Zhang, Qingxin Zhu, Mohsen Guizani

An automated testing framework is needed to help these learning-based malware detection systems for IoT devices perform security analysis.

Android Malware Detection Malware Detection

Weighted-Sampling Audio Adversarial Example Attack

no code implementations26 Jan 2019 Xiaolei Liu, Xiaosong Zhang, Kun Wan, Qingxin Zhu, Yufei Ding

In this paper, we propose~\textit{weighted-sampling audio adversarial examples}, focusing on the numbers and the weights of distortion to reinforce the attack.

Adversarial Attack Automatic Speech Recognition +3

A Black-box Attack on Neural Networks Based on Swarm Evolutionary Algorithm

no code implementations26 Jan 2019 Xiaolei Liu, Yuheng Luo, Xiaosong Zhang, Qingxin Zhu

Our experimental results show that both the MNIST images and the CIFAR-10 images can be perturbed to successful generate a black-box attack with 100\% probability on average.

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