Concepedia

Nonnegative matrix factorization and metamorphic malware detection

Yeong Tyng Ling, Nor Fazlida Mohd Sani, Mohd Taufik Abdullah, Nor Asilah Wati Abdul Hamid

Journal of Computer Virology and Hacking Techniques · 2019 · 13 citations · 22 references

Open access

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityMachine LearningMalware AnalysisDimensionality ReductionMalware ClassificationMalware IntelligenceMalware Reverse EngineeringMatrix FactorizationWorm AnalysisMalware DetectionMalware Feature ExtractionMetamorphic MalwareMetamorphic Malware AnalysisNon-negative Matrix Factorization

References

22

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

Computing, Computer Science, Computer Vision +11

Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values

Pentti Paatero, Unto Tapper · Environmetrics · 1994 · 6.3K citations

Computing, Data Science, Data Analytics +14

Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

Michael Elad, Michal Aharon · IEEE Transactions on Image Processing · 2006 · 5.4K citations

Computing, Computer Science, Computer Vision +16

ALGORITHMS FOR NON-NEGATIVE MATRIX FACTORIZATION

D Seung, Lin-Wen Lee · 2001 · 4.8K citations

Computing, Computer Science, Mathematics +15

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

Takaya Saito, Marc Rehmsmeier · PLoS ONE · 2015 · 4.7K citations · Full text

Computing, Bioinformatics, Computer Science +13