A review of KDD99 dataset usage in intrusion detection and machine learning between 2010 and 2015.
Atilla ÖzgürHamit ErdemPublished in: PeerJ Prepr. (2016)
Keyphrases
- intrusion detection
- nsl kdd
- machine learning
- data mining
- intrusion detection system
- knowledge discovery in databases
- outlier mining
- network intrusion detection
- network security
- knowledge discovery
- data mining techniques
- network traffic
- anomaly detection
- high detection rate
- network intrusion
- information security
- cyber security
- decision trees
- text mining
- detecting anomalous
- text classification
- network traffic data
- artificial immune
- association rules
- data analysis
- computer security
- pattern recognition
- reinforcement learning
- alert correlation
- feature selection
- network intrusions
- data sets
- data model
- active learning
- data processing
- data sources
- network attacks
- probabilistic model
- computer vision