Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural Network.
Yao Saint YenZhe Wei ChenYing Ren GuoMeng Chang ChenPublished in: CoRR (2019)
Keyphrases
- dynamic analysis
- static analysis
- reverse engineering
- neural network
- pattern recognition
- learning vector quantization
- classification accuracy
- classification method
- image classification
- feature selection
- multi layer perceptron
- model checking
- support vector
- decision trees
- machine learning
- neural network model
- support vector machine
- feature set
- class labels
- malicious code
- source code
- object oriented
- training data
- training set
- kohonen self organizing map
- artificial intelligence
- case study
- database systems
- nearest neighbour
- feature space
- training process
- incremental learning
- relational databases
- feature vectors
- special case
- classification algorithm
- text classification