Enhancing Malware Classification with Vision Transformers: A Comparative Study with Traditional CNN Models.
Ikram Ben Abdel OuahabLotfi ElaachakMohammed BouhormaPublished in: NISS (2023)
Keyphrases
- classification models
- machine learning methods
- classification accuracy
- real time
- computer vision
- feature extraction
- pattern recognition
- classification method
- complex systems
- machine learning algorithms
- feature selection
- support vector machine
- pattern classification
- classification algorithm
- class labels
- model selection
- classification process
- prior knowledge
- classification schemes
- convolutional neural network
- cellular neural networks
- classification systems
- classification scheme
- automatic classification
- probabilistic model
- feature vectors
- neural network
- data sets