Interactive Machine Learning for Data Exfiltration Detection: Active Learning with Human Expertise.
Mu-Huan ChungMark H. ChignellLu WangAlexandra JovicicAbhay RamanPublished in: SMC (2020)
Keyphrases
- active learning
- machine learning
- data sets
- database
- raw data
- small number
- data collection
- prior knowledge
- data sources
- image data
- data processing
- data quality
- original data
- statistical methods
- experimental data
- training examples
- learning algorithm
- data analysis
- xml documents
- databases
- synthetic data
- artificial intelligence
- training data
- sensor data
- data visualization
- data mining
- data distribution
- spatial data
- semi supervised
- learning strategies
- unlabeled data
- statistical analysis
- computer systems
- knowledge discovery