A Comparative Study on Contemporary Intrusion Detection Datasets for Machine Learning Research.
Smirti DwibediMedha PujariWeiqing SunPublished in: ISI (2020)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- network security
- data mining
- network intrusion detection
- anomaly detection
- network traffic data
- network traffic
- artificial immune
- pattern recognition
- high detection rate
- detecting anomalous
- network intrusion
- alert correlation
- computer security
- information security
- network intrusions
- learning algorithm
- cyber security
- data analysis
- credit card fraud detection
- reinforcement learning
- database
- nsl kdd
- intrusion detection and prevention
- decision trees
- network attacks
- knowledge discovery
- data mining techniques
- computer networks
- object recognition
- active learning
- text mining
- distributed intrusion detection
- model selection