Mixed-Models Method Based on Machine Learning in Detecting WebShell Attack.
Jinping LuZhi TangJian MaoZhiling GuJiemin ZhangPublished in: CIPAE (2020)
Keyphrases
- machine learning
- model selection
- machine learning methods
- statistical model
- probabilistic model
- prior knowledge
- support vector machine svm
- high accuracy
- genetic algorithm
- linear model
- objective function
- experimental evaluation
- detection mechanism
- learning models
- linear regression
- statistical methods
- preprocessing
- cost function
- data sets
- machine learning approaches
- feature extraction
- similarity measure
- training data
- bayesian framework
- computational complexity
- support vector machine
- segmentation method
- clustering method
- dynamic programming
- unsupervised learning
- computational cost
- classification accuracy
- natural language processing
- information extraction