Benchmarking SVM Variants for Unsupervised Intrusion Detection System.
Xuan-Ha NguyenDat-Thinh NguyenKim-Hung LePublished in: RIVF (2023)
Keyphrases
- intrusion detection system
- intrusion detection
- partially supervised
- network security
- support vector machine svm
- support vector
- computer networks
- network intrusion detection
- anomaly detection
- distributed intrusion detection
- support vector machine
- knn
- network traffic
- multi class
- computer systems
- machine learning
- intrusion prevention
- unsupervised learning
- supervised learning
- alert correlation
- feature selection
- network traffic data
- semi supervised
- cyber security
- network intrusion detection systems
- attack detection
- network intrusions
- data sets
- training set
- data mining techniques
- information systems
- security measures
- information security
- unauthorized access
- training data
- real world
- pattern recognition
- feature space
- active learning