A Model Training Method for DDoS Detection Using CTGAN under 5GC Traffic.
Yea-Sul KimYe-Eun KimHwankuk KimPublished in: Comput. Syst. Sci. Eng. (2023)
Keyphrases
- detection method
- statistical model
- optimization method
- mathematical model
- sensitivity analysis
- theoretical analysis
- cost function
- probabilistic model
- detection algorithm
- high order
- reconstruction method
- parameter estimation
- prior knowledge
- modeling method
- evaluation method
- bayesian framework
- training procedure
- prediction model
- segmentation method
- input data
- pairwise
- objective function
- object detectors
- neural network model
- object detection
- linear model
- false alarms
- gaussian distribution
- bp neural network
- recognition algorithm
- classification algorithm
- prior information
- classification method
- training algorithm
- test data
- training process
- linear regression
- energy function
- training samples
- artificial neural networks
- training set