Development of method for malware classification based on statistical methods and an extended set of system calls data.
Ludmila K. BabenkoAlexey KirillovPublished in: SIN (2018)
Keyphrases
- statistical methods
- statistical analysis
- machine learning methods
- machine learning
- input data
- classification method
- statistical tests
- data sets
- computational methods
- classification algorithm
- statistical analyses
- synthetic data
- support vector machine svm
- probability distribution
- database
- statistical approaches
- biological data
- probability density function
- feature set
- data mining techniques
- data analysis
- risk factors
- support vector machine
- missing data
- data points
- databases
- classification accuracy
- statistical inference
- xml documents
- missing values
- statistical models
- high dimensional data
- higher order
- training samples
- x ray