An evaluation of feature selection and reduction algorithms for network IDS data.
Therese BjerkestrandDimitris TsaptsinosEckhard PfluegelPublished in: CyberSA (2015)
Keyphrases
- data structure
- data sets
- feature selection
- data reduction
- data processing
- learning algorithm
- network bandwidth
- data sources
- data mining techniques
- machine learning
- data analysis
- synthetic data
- data collection
- feature selection algorithms
- noisy data
- raw data
- missing data
- computer systems
- knowledge discovery
- training data
- high dimensional data
- data distribution
- network traffic
- database
- feature space
- data transfer
- irrelevant features