SDIF-CNN: Stacking deep image features using fine-tuned convolution neural network models for real-world malware detection and classification.
Sanjeev KumarKajal PandaPublished in: Appl. Soft Comput. (2023)
Keyphrases
- neural network model
- malware detection
- real world
- image features
- fine tuned
- image classification
- multi layer perceptron
- feature vectors
- feature extraction
- classification accuracy
- neural network
- text classification
- pattern recognition
- support vector machine svm
- computer vision
- convolutional neural network
- artificial neural networks
- fine tuning
- decision trees
- unsupervised learning
- neural models
- malicious executables
- machine learning
- genetic algorithm
- supervised learning
- support vector
- recurrent neural networks
- radial basis function network
- support vector machine
- training set
- feature space
- information systems