Static Classification of IoT Malware using Grayscale Image Representation and Lightweight Convolutional Neural Networks.
Hichem BelguendouzHachem GueridMejdi KaddourPublished in: CommNet (2022)
Keyphrases
- lightweight
- image representation
- gray scale
- image classification
- feature space
- scene classification
- multiscale
- bag of words
- convolutional neural networks
- pattern representation
- mathematical morphology
- color images
- grayscale images
- binary images
- feature extraction
- quadtree
- image features
- image content
- object recognition
- pattern recognition
- image retrieval
- visual words
- machine learning
- text classification
- sparse representation
- gray level
- visual features
- image analysis
- sparse coding
- spatial pyramid matching
- training set
- bit rate
- computer vision
- scene categorization
- wireless sensor networks