Application of Machine Learning Algorithms to KDD Intrusion Detection Dataset within Misuse Detection Context.
Maheshkumar SabhnaniGürsel SerpenPublished in: MLMTA (2003)
Keyphrases
- intrusion detection
- machine learning algorithms
- intrusion detection system
- misuse detection
- anomaly detection
- data mining
- machine learning
- intrusion detection and prevention
- benchmark data sets
- learning algorithm
- decision trees
- network intrusion detection
- network security
- nsl kdd
- network traffic
- learning problems
- data mining techniques
- information security
- machine learning methods
- outlier mining
- knowledge discovery
- machine learning models
- detecting anomalous
- high detection rate
- high dimensional
- network intrusion
- normal behavior
- text mining
- network attacks
- statistical machine learning
- fraud detection
- pairwise