Anomaly Detection in Cybersecurity Datasets via Cooperative Co-evolution-based Feature Selection.
A. N. M. Bazlur RashidMohiuddin AhmedLeslie F. SikosPaul S. Haskell-DowlandPublished in: ACM Trans. Manag. Inf. Syst. (2022)
Keyphrases
- anomaly detection
- cooperative
- feature selection
- intrusion detection
- anomalous behavior
- feature selection algorithms
- detecting anomalies
- unsupervised learning
- network intrusion detection
- unsupervised anomaly detection
- network traffic
- behavior analysis
- intrusion detection system
- computer security
- detect anomalies
- network anomaly detection
- detecting anomalous
- sparse pca
- one class support vector machines
- text classification
- text mining
- support vector
- dimensionality reduction
- neural network
- novelty detection
- connectionist systems
- feature extraction
- negative selection algorithm
- feature subset
- knn
- pattern recognition
- machine learning