Analysis of Data Mining Techniques on KDD-Cup'99, NSL-KDD and UNSW-NB15 Datasets for Intrusion Detection.
Aseel ShehadehHanan ALTaweelAbdallah QusefPublished in: ACIT (2023)
Keyphrases
- intrusion detection
- intrusion detection system
- data mining techniques
- anomaly detection
- network intrusion detection
- nsl kdd
- network security
- network traffic
- data mining
- artificial immune
- information security
- computer security
- detecting anomalous
- network traffic data
- high detection rate
- false positives and false negatives
- network intrusion detection systems
- data analysis
- computer networks
- network intrusion
- cyber security
- association rules
- active learning
- training data
- alert correlation
- outlier mining
- historical data
- databases
- reinforcement learning
- feature space
- distributed intrusion detection