Deep learning at the shallow end: Malware classification for non-domain experts.
Quan LeOisín BoydellBrian Mac NameeMark ScanlonPublished in: CoRR (2018)
Keyphrases
- domain experts
- deep learning
- domain knowledge
- unsupervised learning
- domain specific
- knowledge acquisition
- machine learning
- restricted boltzmann machine
- feature extraction
- knowledge base
- image classification
- pattern recognition
- decision trees
- information extraction
- feature vectors
- feature space
- question answering
- probabilistic model
- dimensionality reduction
- image segmentation
- feature selection
- computer vision
- data sets
- natural language