Android malware detection using time-aware machine learning approach

Drebin: Effective and Explainable Detection of Android Malware in Your Pocket

Daniel J. Arp, Michael Spreitzenbarth, Hugo Gascón et al. · 2014 · 2.3K citations

Computing, Computer Engineering, Cybersecurity +13

DL-Droid: Deep learning based android malware detection using real devices

Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer · Computers & Security · 2019 · 431 citations · Full text

Computing, Computer Science, Cybersecurity +13

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

A comprehensive survey on deep learning based malware detection techniques

M. A. Gopinath, Sibi Chakkaravarthy Sethuraman · Computer Science Review · 2022 · 257 citations

Computing, Computer Science, Cybersecurity +16

A Novel Dynamic Android Malware Detection System With Ensemble Learning

Pengbin Feng, Jianfeng Ma, Cong Sun et al. · IEEE Access · 2018 · 220 citations · Full text

Computing, Computer Science, Cybersecurity +14