Gaining deep knowledge of Android malware families through dimensionality reduction techniques.
Rafael Vega VegaHéctor QuintiánJosé Luís Calvo-RolleÁlvaro HerreroEmilio CorchadoPublished in: Log. J. IGPL (2019)
Keyphrases
- deep knowledge
- dimensionality reduction
- malware detection
- knowledge based systems
- expert systems
- high dimensional data
- high dimensional
- low dimensional
- data representation
- detect malicious
- anomaly detection
- pattern recognition
- high dimensionality
- reverse engineering
- manifold learning
- linear discriminant analysis
- principal component analysis
- linear dimensionality reduction
- random projections
- mobile devices
- feature space
- dimensionality reduction methods
- feature selection
- nonlinear dimensionality reduction
- kernel pca
- data points
- principal components
- feature extraction
- structure preserving
- malicious code
- knowledge base
- metric learning
- knowledge acquisition
- discriminant analysis
- mobile applications
- artificial intelligence
- pattern recognition and machine learning