FCG-MFD: Benchmark function call graph-based dataset for malware family detection

An End-to-End Deep Learning Architecture for Graph Classification

Muhan Zhang, Zhicheng Cui, Marion Neumann et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.5K citations · Full text

Computing, Computer Science, Feature Engineering +16

Malware images

Lakshmanan Nataraj, S. Karthikeyan, Grégoire Jacob et al. · 2011 · 1.2K citations

Computing, Computer Science, Cybersecurity +15

The rise of machine learning for detection and classification of malware: Research developments, trends and challenges

Daniel Gibert, Carles Mateu, Jordi Planes · Journal of Network and Computer Applications · 2020 · 605 citations · Full text

Computing, Computer Science, Cybersecurity +14

Malware identification using visualization images and deep learning

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

Computing, Computer Science, Cybersecurity +16

Microsoft Malware Classification Challenge

Royi Ronen, Marian Radu, Corina Feuerstein et al. · arXiv (Cornell University) · 2018 · 289 citations · Full text

Computing, Computer Science, Cybersecurity +8