Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning.
Nicola LoiClaudio BorileDaniele UcciPublished in: CoRR (2021)
Keyphrases
- machine learning
- decision trees
- data mining
- machine learning methods
- detect malicious
- automatic detection
- automatic classification
- pattern recognition
- information extraction
- knowledge acquisition
- computational biology
- semi automated
- computer vision
- automated tools
- detecting malicious
- processing pipeline
- computational intelligence
- support vector machine
- model selection
- machine learning algorithms
- machine learning and data mining
- knowledge discovery
- explanation based learning
- computer science
- inductive learning
- fully automated
- pipeline architecture
- artificial intelligence
- supervised machine learning
- real world
- learning algorithm
- learning tasks
- kernel methods
- transfer learning
- learning systems
- source code
- text mining
- supervised learning
- active learning
- reinforcement learning