Incremental intrusion detecting method based on SOM/RBF.
Li-Ye TianWei-Peng LiuPublished in: ICMLC (2010)
Keyphrases
- cost function
- detection method
- experimental evaluation
- preprocessing
- k means
- neural network
- sensitivity analysis
- unsupervised learning
- high accuracy
- probabilistic model
- pairwise
- input data
- objective function
- optimization method
- incremental learning
- bp neural network
- hybrid method
- neural gas
- pattern classification
- dynamic programming
- significant improvement
- similarity measure
- decision trees