What distinguishes binary from multi-class intrusion detection systems: Observations from experiments.
Aditya PalshikarPublished in: Int. J. Inf. Manag. Data Insights (2022)
Keyphrases
- multi class
- intrusion detection system
- intrusion detection
- binary classifiers
- error correcting output codes
- multi class svm
- multiclass learning
- multi class svms
- network security
- anomaly detection
- network traffic
- multi class classification problems
- computer networks
- network intrusion detection
- multi class classification
- binary classification problems
- multiclass problems
- alert correlation
- distributed intrusion detection
- support vector machine
- object detection
- pairwise
- cost sensitive
- network intrusion detection systems
- binary classification
- intrusion prevention
- computer systems
- multiple classes
- multi class classifier
- multi class boosting
- text classification
- misuse detection
- association rules
- text mining
- decision trees
- real world
- data mining techniques
- multi class problems
- cyber attacks
- cyber security
- text categorization
- fraud detection