Concepedia

Multiclass malware classification via first- and second-order texture statistics

Vinita Verma, Sunil Kumar Muttoo, V. B. Singh

Computers & Security · 2020 · 76 citations · 47 references

Open access

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityMachine LearningMalware AnalysisMalware ClassificationTexture AnalysisFeature Extraction For Malware ClassificationMachine Learning For Malware ClassificationMulti-class Malware ClassificationMulticlass ClassificationTexture Statistics

References

47

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

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

Computing, Computer Science, Cybersecurity +15

An analysis of co-occurrence texture statistics as a function of grey level quantization

David A. Clausi · Canadian Journal of Remote Sensing · 2002 · 1K citations

Computing, Computer Science, Computer Vision +16

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

Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification

Mansour Ahmadi, Dmitry Ulyanov, Stanislav Semenov et al. · 2016 · 350 citations

Computing, Computer Science, Cybersecurity +15