Research on self-learning method on generation and optimization of industrial firewall rules.
Wenli ShangMing WanPeng ZengQuansheng QiaoPublished in: InfoSec (2015)
Keyphrases
- optimization algorithm
- high accuracy
- significant improvement
- optimization process
- optimization method
- dynamic programming
- error rate
- prior knowledge
- data sets
- high precision
- decision rules
- detection method
- feature selection
- classification accuracy
- experimental evaluation
- computational cost
- probabilistic model
- computational complexity
- convergence rate
- combinatorial optimization
- decision trees
- cost function
- synthetic data
- fuzzy logic
- clustering method
- detection algorithm
- learning algorithm
- input data
- feature set
- denoising