An Effective Method to Generate Simulated Attack Data Based on Generative Adversarial Nets.
Huihui XieKun LvChangzhen HuPublished in: TrustCom/BigDataSE (2018)
Keyphrases
- synthetic data
- input data
- data sets
- high quality
- prior knowledge
- statistical methods
- noisy data
- missing values
- data structure
- missing data
- computationally efficient
- statistical analysis
- generative model
- database
- data collection
- data quality
- detection method
- high dimensional data
- preprocessing
- segmentation method
- test data
- objective function
- similarity measure
- raw data
- original data
- prior information
- generation method
- highly efficient
- clustering method
- training samples
- high accuracy
- pairwise