Late-acceptance and step-counting hill-climbing GP for anomaly detection.
Van Loi CaoMiguel NicolauJames McDermottPublished in: GECCO (Companion) (2017)
Keyphrases
- anomaly detection
- hill climbing
- genetic programming
- intrusion detection
- search space
- search algorithm
- simulated annealing
- anomalous behavior
- search procedure
- genetic algorithm ga
- detecting anomalies
- network intrusion detection
- intrusion detection system
- network anomaly detection
- network security
- network traffic
- search strategy
- detect anomalies
- detecting anomalous
- unsupervised learning
- behavior analysis
- fitness function
- one class support vector machines
- connectionist systems
- network intrusion
- active learning
- tabu search
- model selection
- particle swarm optimization
- knowledge discovery
- evolutionary algorithm
- feature extraction
- data mining