A Deterministic Crowding Evolutionary Algorithm for Optimization of a KNN-based Anomaly Intrusion Detection System.
Francisco de Toro-NegroPedro García-TeodoroJesús Esteban Díaz VerdejoGabriel Maciá-FernándezPublished in: DMBiz@PAKDD (2007)
Keyphrases
- knn
- intrusion detection system
- intrusion detection
- evolutionary algorithm
- anomaly detection
- k nearest neighbor
- optimization problems
- function optimization
- network traffic
- nearest neighbor
- network security
- computer networks
- network intrusion detection
- normal behavior
- k nearest neighbour
- distributed intrusion detection
- distance function
- attack detection
- text classification
- knn algorithm
- neural network
- genetic algorithm
- feature selection
- metaheuristic
- misuse detection
- knn classifier
- similarity search
- network attacks
- knn classification
- shows significant improvements
- knowledge discovery
- reinforcement learning
- nearest neighbour
- k nearest
- support vector machine