Sensitive system calls based packed malware variants detection using principal component initialized MultiLayers neural networks.
Jixin ZhangKehuan ZhangZheng QinHui YinQixin WuPublished in: Cybersecur. (2018)
Keyphrases
- principal components
- neural network
- principal component analysis
- dimensionality reduction
- kernel space
- principal component regression
- artificial neural networks
- pattern recognition
- malware detection
- malicious executables
- correlation coefficient
- detection algorithm
- multivariate data
- object detection
- hyperplane
- genetic algorithm
- reverse engineering
- multilayer perceptron
- feature extraction
- false positives
- static analysis
- detection method
- anomaly detection
- principal curves
- feature set
- fuzzy logic