Optimal Feature Selection Based on Evolutionary Algorithm for Intrusion Detection.
S. K. PrashanthS. ShitharthBalachandran Praveen KumarV. SubedhaK. SangeethaPublished in: SN Comput. Sci. (2022)
Keyphrases
- intrusion detection
- evolutionary algorithm
- feature selection
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- network traffic
- high detection rate
- feature subset
- artificial immune
- detecting anomalous
- data mining
- information security
- neural network
- cyber security
- alert correlation
- network attacks
- computer security
- network intrusion
- distributed intrusion detection
- function optimization
- network intrusions
- data sets
- data mining techniques
- false positives and false negatives
- network intrusion detection systems
- intrusion prevention
- intrusion detection and prevention
- databases
- computer networks
- dimensionality reduction
- classification accuracy
- active learning
- feature space
- support vector
- learning algorithm
- genetic algorithm
- machine learning