DACTI: a Generation-Based Data Augmentation Method for Cyber Threat Intelligence.
Jingbing ChenYali GaoXiaoyong LiPublished in: DSC (2023)
Keyphrases
- synthetic data
- input data
- noisy data
- prior knowledge
- significant improvement
- missing data
- data sets
- test data
- statistical methods
- detection method
- high accuracy
- data analysis
- raw data
- missing values
- correlation analysis
- data collection
- data processing
- neural network
- similarity measure
- high dimensional
- user input
- probability distribution
- probabilistic model
- prior information
- training data
- objective function
- data sources
- image data
- pairwise
- high dimensional data
- artificial intelligence
- preprocessing
- cost function
- clustering method
- training samples
- statistical analysis
- classification accuracy
- knowledge discovery
- semi supervised