Semi-supervised machine learning approach for unknown malicious software detection.
Federica BisioPaolo GastaldoRodolfo ZuninoSergio DecherchiPublished in: INISTA (2014)
Keyphrases
- semi supervised
- machine learning
- semi supervised learning
- active learning
- supervised learning
- detection algorithm
- detection accuracy
- software development
- software design
- knowledge acquisition
- software systems
- machine learning methods
- detection method
- machine learning algorithms
- multi view
- false positives
- automatic detection
- user interface
- pattern recognition
- learning algorithm
- detect malicious
- false alarms
- learning systems
- anti virus
- anomaly detection
- unsupervised learning
- computer systems
- object detection
- pairwise
- computer vision
- text classification
- natural language processing
- learning tasks
- detection rate
- information extraction
- support vector machine
- software maintenance
- explanation based learning
- reinforcement learning
- feature selection