Concepedia

VILO: a rapid learning nearest-neighbor classifier for malware triage

Arun Lakhotia, Andrew Walenstein, Craig Miles, Anshuman Singh

Journal of Computer Virology and Hacking Techniques · 2013 · 30 citations · 32 references

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityMachine LearningMalware AnalysisMalware ClassificationMalware ForensicsMalware IntelligenceMalware Reverse EngineeringMalware TriageVirus ClassificationAutomated Malware TriageMachine Learning For Malware ClassificationMachine Learning-based Malware DetectionMalware Feature ExtractionNearest Neighbor Matching

References

32

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

Computing, Computer Science, Data Analytics +9

Signal detection theory and psychophysics

Jo Ingleby · Journal of Sound and Vibration · 1967 · 8.7K citations

Medicine, Behavioral Sciences, Psychology +12

A STATISTICAL INTERPRETATION OF TERM SPECIFICITY AND ITS APPLICATION IN RETRIEVAL

Karen Spärck Jones · Journal of Documentation · 1972 · 4.4K citations

Computing, Computer Science, Information Retrieval +9

Introduction to Mathematical Statistics.

Aa, Robert V. Hogg, Allen T. Craig · Journal of the American Statistical Association · 1996 · 2.9K citations

Natural Sciences, Biostatistics, Mathematics +12

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

Juan Diego Rodríguez, Aritz Pérez, José A. Lozano · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 1.9K citations

Computing, Computer Science, Machine Learning +15