The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data.
Mateusz SzczepanskiMikolaj KomisarekMarek PawlickiRafal KozikMichal ChorasPublished in: ICCCI (CCIS Volume) (2021)
Keyphrases
- synthetic data
- network intrusion detection
- input data
- data sets
- database
- data processing
- pairwise
- knowledge discovery
- computer systems
- data points
- data analysis
- training data
- real world
- probabilistic model
- data sources
- support vector machine
- bayesian networks
- text classification
- feature selection
- unsupervised learning
- labeled data
- intrusion detection
- information systems
- network traffic
- network intrusion