An Efficient Botnet Detection Methodology using Hyper-parameter Optimization Trough Grid-Search Techniques.
David Gonzalez-CuautleUriel Yair Corral-SalinasGabriel Sanchez-PerezHéctor Pérez-MeanaKarina Toscano-MedinaAldo Hernandez-SuarezPublished in: IWBF (2019)
Keyphrases
- parameter optimization
- grid search
- random search
- genetic algorithm ga
- differential evolution
- genetic algorithm
- hyperparameters
- parameter estimation
- cross validation
- random forest
- parameter settings
- support vector machine
- generalization ability
- gaussian process
- pid controller
- pairwise
- feature selection
- model selection
- bayesian inference
- optimization algorithm
- neural network
- feature vectors
- upper bound
- random sampling
- multi objective