Windows and IoT malware visualization and classification with deep CNN and Xception CNN using Markov images.
Osho SharmaAkashdeep SharmaArvind KaliaPublished in: J. Intell. Inf. Syst. (2023)
Keyphrases
- image classification
- convolutional neural network
- cellular neural networks
- input image
- ground truth
- image database
- image data
- object recognition
- image analysis
- three dimensional
- pattern recognition
- image features
- decision trees
- image registration
- management system
- pigmented skin lesions
- machine learning
- feature vectors
- image retrieval
- support vector
- classification accuracy
- feature extraction
- handwritten digits
- image collections
- image matching
- operating system
- feature points
- support vector machine
- markov chain
- markov random field
- self organizing maps
- feature set
- test images
- data analysis
- extracted features
- supervised learning
- training set
- preprocessing stage
- surgical procedures
- neural network