Toward Developing a Systematic Approach to Generate Benchmark Android Malware Datasets and Classification.
Arash Habibi LashkariAndi Fitriah Abdul KadirLaya TaheriAli A. GhorbaniPublished in: ICCST (2018)
Keyphrases
- uci machine learning repository
- benchmark datasets
- malware detection
- pattern recognition
- image classification
- decision trees
- feature extraction
- classification method
- classification process
- pattern classification
- uci repository
- support vector
- text classification
- feature vectors
- classification accuracy
- automatic classification
- classification scheme
- training set
- feature selection
- accurate classifiers
- uci datasets
- training dataset
- support vector machine svm
- preprocessing
- machine learning methods
- benchmark data sets
- reverse engineering
- microarray datasets
- object classification
- database
- binary and multi class
- classification models
- classification algorithm
- training samples
- mobile phone
- multi class
- support vector machine
- mobile devices
- feature space
- machine learning
- data mining
- real world