EII-MBS: Malware family classification via enhanced adversarial instruction behavior semantic learning

Detection of Malicious Code Variants Based on Deep Learning

Zhihua Cui, Fei Xue, Xingjuan Cai et al. · IEEE Transactions on Industrial Informatics · 2018 · 604 citations

Computing, Computer Science, Cybersecurity +15

Robust Intelligent Malware Detection Using Deep Learning

R. Vinayakumar, Mamoun Alazab, K. P. Soman et al. · IEEE Access · 2019 · 566 citations · Full text

Computing, Computer Science, Cybersecurity +16

Malware identification using visualization images and deep learning

Sang Ni, Quan Qian, Rui Zhang · Computers & Security · 2018 · 297 citations

Computing, Computer Science, Cybersecurity +16

Graph-based malware detection using dynamic analysis

Blake Anderson, Daniel Quist, Joshua Neil et al. · Journal in Computer Virology · 2011 · 296 citations

Computing, Computer Science, Cybersecurity +11

Effective android malware detection with a hybrid model based on deep autoencoder and convolutional neural network

Wei Wang, Mengxue Zhao, Jigang Wang · Journal of Ambient Intelligence and Humanized Computing · 2018 · 287 citations

Computing, Computer Engineering, Computer Science +16