DroidDivesDeep: Android Malware Classification via Low Level Monitorable Features with Deep Neural Networks.
Parvez FarukiBharat BuddhadevBhavya ShahAkka ZemmariVijay LaxmiManoj Singh GaurPublished in: ISEA-ISAP (2018)
Keyphrases
- low level
- neural network
- pattern recognition
- feature vectors
- classification accuracy
- feature set
- classification models
- feature space
- feature extraction
- classification process
- high level
- classification method
- class labels
- extracted features
- extracting features
- feature analysis
- svm classifier
- support vector machine svm
- image features
- high dimensionality
- decision trees
- pattern classification problems
- classification algorithm
- discriminative features
- support vector machine
- malware detection
- feature reduction
- mid level
- feature values
- feature selection
- feature representation
- visual information
- semantic information
- higher level
- text classification
- visual cues
- multi layer perceptron
- training process
- reverse engineering
- classification rules
- rule extraction
- machine learning algorithms
- unsupervised learning
- detect malicious