Stochastic Local Search Based Feature Selection for Intrusion Detection.
Dalila BoughaciPublished in: SGAI Conf. (2019)
Keyphrases
- intrusion detection
- stochastic local search
- feature selection
- intrusion detection system
- satisfiability problem
- anomaly detection
- network traffic
- network security
- detecting anomalous
- phase transition
- high detection rate
- max sat
- network intrusion detection
- randomly generated
- random sat instances
- network intrusion
- classification accuracy
- sat problem
- feature space
- alert correlation
- dimensionality reduction
- feature extraction
- machine learning
- data mining
- search algorithm
- naive bayes
- database systems
- data sets