Classification Analysis of Intrusion Detection on NSL-KDD Using Machine Learning Algorithms.
Yoney Kirsal EverBoran SekerogluKamil DimililerPublished in: MobiWIS (2019)
Keyphrases
- machine learning algorithms
- intrusion detection
- benchmark data sets
- machine learning methods
- predictive accuracy
- nsl kdd
- machine learning
- anomaly detection
- intrusion detection system
- decision trees
- learning algorithm
- machine learning approaches
- network traffic
- machine learning models
- network security
- data mining techniques
- data mining
- high detection rate
- network intrusion detection
- information security
- detecting anomalous
- network intrusion
- credit card fraud detection
- random forests
- cyber security
- artificial immune
- statistical machine learning
- outlier mining
- standard machine learning algorithms
- data sets
- classification accuracy
- false positives
- alert correlation
- feature extraction
- text classification