Deep learning at the shallow end: Malware classification for non-domain experts.
Quan LeOisín BoydellBrian Mac NameeMark ScanlonPublished in: Digit. Investig. (2018)
Keyphrases
- domain experts
- deep learning
- unsupervised learning
- domain knowledge
- domain specific
- knowledge acquisition
- restricted boltzmann machine
- pattern recognition
- machine learning
- knowledge base
- decision trees
- feature space
- image classification
- unsupervised feature learning
- text classification
- supervised learning
- feature extraction
- feature selection
- computer vision
- natural language processing
- model selection
- feature vectors
- weakly supervised
- data sets