Neural Network Innovations in Image-Based Malware Classification: A Comparative Study.
Hamzah Al-QadasiDjafer Yahia Messaoud BenchadiSalim ChehidaKazuhiro FukuiSaddek BensalemPublished in: AINA (4) (2024)
Keyphrases
- neural network
- pattern recognition
- learning vector quantization
- automatic classification
- multi layer perceptron
- classification algorithm
- image classification
- classification systems
- artificial neural networks
- machine learning
- feature vectors
- classification accuracy
- computer vision
- genetic algorithm
- neural nets
- pattern classification
- data sets
- classification process
- neural network is trained
- classification scheme
- support vector machine svm
- feature extraction
- training samples
- unsupervised learning
- text classification
- kohonen self organizing map
- benchmark datasets
- feature selection
- training patterns
- support vector
- multi class
- rough sets
- comparative study
- classification models
- operating system
- classification method
- machine learning algorithms
- decision rules
- class labels