High Precision Screening for Android Malware with Dimensionality Reduction.
Britton WolfeKarim O. ElishDanfeng YaoPublished in: ICMLA (2014)
Keyphrases
- high precision
- dimensionality reduction
- malware detection
- high recall
- high dimensional
- high dimensional data
- detect malicious
- low dimensional
- feature extraction
- anomaly detection
- principal component analysis
- high reliability
- mobile devices
- feature space
- pattern recognition
- feature selection
- high dimensionality
- random projections
- data points
- principal components
- mobile applications
- achieve high precision
- high accuracy
- manifold learning
- cervical cancer
- linear dimensionality reduction
- anti virus
- pattern recognition and machine learning
- nonlinear dimensionality reduction
- metric learning
- drug discovery
- dimensionality reduction methods
- kernel pca
- data representation
- linear discriminant analysis
- structure preserving
- image analysis
- image processing
- location aware
- static analysis
- unsupervised feature selection
- reverse engineering
- malicious code
- information retrieval
- android application
- age related macular degeneration