Pruned feature space for metamorphic malware detection using Markov Blanket.
Jithu RaphelP. VinodPublished in: IC3 (2015)
Keyphrases
- malware detection
- markov blanket
- feature space
- feature selection
- bayesian networks
- malicious executables
- variable selection
- anomaly detection
- structure learning
- approximate inference
- causal discovery
- probabilistic graphical models
- high dimensional
- bayesian network classifiers
- high dimensionality
- dimensionality reduction
- data points
- classification accuracy
- principal component analysis
- conditional independence
- dimension reduction
- input space
- support vector machine
- kernel function
- feature extraction
- training set
- linear discriminant analysis
- causal graph
- low dimensional
- latent variables
- text classification
- probability distribution