Attack-Specific Feature Selection for Anomaly Detection in Software-Defined Networks.
Nadine AbbasYoussef NasserMaryam ShehabSanaa SharafeddinePublished in: MENACOMM (2021)
Keyphrases
- anomaly detection
- feature selection
- intrusion detection
- detecting anomalies
- network anomaly detection
- network intrusion
- network intrusion detection
- unsupervised learning
- misuse detection
- intrusion detection system
- normal behavior
- computer security
- anomalous behavior
- network traffic
- novelty detection
- one class support vector machines
- computer network security
- behavior analysis
- feature extraction
- normal traffic
- unsupervised anomaly detection
- social networks
- feature space
- network security
- sparse pca
- detecting anomalous
- support vector
- data mining
- connectionist systems
- computer systems
- alert correlation
- knn
- negative selection algorithm
- dimensionality reduction
- computer vision
- detect anomalies
- information security
- machine learning
- computer networks