Evolutionary algorithms for classification of malware families through different network behaviors.
M. Zubair RafiquePing ChenChristophe HuygensWouter JoosenPublished in: GECCO (2014)
Keyphrases
- evolutionary algorithm
- pattern recognition
- support vector
- classification accuracy
- image classification
- differential evolution
- evolutionary computation
- machine learning
- data flow
- optimization problems
- multi objective optimization
- automatic classification
- support vector machine svm
- classification scheme
- peer to peer
- genetic programming
- evolution strategy
- fitness function
- classification algorithm
- decision trees
- radial basis function network
- network model
- classification models
- control flow
- class labels
- computer networks
- complex networks
- model selection
- multi objective
- feature vectors
- training set
- genetic algorithm