Concepedia

AMalNet: A deep learning framework based on graph convolutional networks for malware detection

Xinjun Pei, Long Yu, Shengwei Tian

Computers & Security · 2020 · 110 citations · 33 references

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityMachine LearningMalware AnalysisDeep LearningGraph MiningGraph-based LearningIntrusion DetectionMalware ClassificationWorm AnalysisConvolutional Neural NetworksDeep Feature LearningDeep Learning-based Malware DetectionGraph Convolutional NetworksGraph Neural NetworksMachine Learning-based Malware DetectionMalware Detection

References

33

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

1993 · 14.3K citations

Computing, Computer Engineering, Computer Science +16

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

Graph Convolutional Networks for Text Classification

Liang Yao, Chengsheng Mao, Yuan Luo · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 2K citations · Full text

Computing, Computer Science, Computational Linguistics +16

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

Tengfei Song, Wenming Zheng, Peng Song et al. · IEEE Transactions on Affective Computing · 2018 · 1.5K citations

Computing, Neuroscience, Feature Engineering +16

Malware traffic classification using convolutional neural network for representation learning

Wei Wang, Ming Zhu, Xuewen Zeng et al. · 2017 · 1K citations

Computing, Computer Engineering, Computer Science +17