Malicious Software Detection based on URL-API Intensity Feature Selection Using Deep Spectral Neural Classification for Improving Host Security.
B. LavanyaC. ShanthiPublished in: Int. J. Comput. Intell. Appl. (2023)
Keyphrases
- feature selection
- classification accuracy
- anti virus
- classification models
- text classification
- support vector
- source code
- feature set
- machine learning
- computer security
- feature space
- method for feature selection
- feature selection algorithms
- support vector machine
- feature extraction
- website
- training set
- object detection
- information security
- feature ranking
- support vector machine svm
- model selection
- security issues
- high dimensionality
- hyperspectral images
- feature selection and classification
- software development
- malware detection
- dimensionality reduction
- neural network
- spectral features
- irrelevant features
- application programming interface
- digital mammograms
- access control
- mutual information
- feature vectors
- web pages
- redundant features
- network security
- discriminative features
- decision trees
- false positives
- naive bayes
- unsupervised learning
- multi class