The Significant Features of the UNSW-NB15 and the KDD99 Data Sets for Network Intrusion Detection Systems.
Nour MoustafaJill SlayPublished in: BADGERS@RAID (2015)
Keyphrases
- significant features
- data sets
- network intrusion detection systems
- intrusion detection
- intrusion detection system
- knowledge discovery in databases
- network intrusion
- data mining
- naive bayes
- initial set
- knowledge discovery and data mining
- knowledge discovery
- kdd process
- data analysis
- logistic regression
- training data
- training set
- cost sensitive
- network security
- text categorization
- fraud detection
- database systems
- decision trees
- classification accuracy
- naive bayesian
- information systems
- knowledge discovery from databases
- social networks