Performance Evaluation of Machine Learning Algorithms in Apache Spark for Intrusion Detection.
Anthony DobsonKaushik RoyXiaohong YuanJinsheng XuPublished in: ITNAC (2018)
Keyphrases
- machine learning algorithms
- intrusion detection
- intrusion detection system
- open source
- learning algorithm
- benchmark data sets
- machine learning
- decision trees
- anomaly detection
- network security
- network intrusion detection
- machine learning methods
- network traffic
- machine learning approaches
- learning problems
- data mining
- network intrusion
- high detection rate
- detecting anomalous
- cyber security
- data mining techniques
- computer security
- machine learning models
- alert correlation
- supervised learning
- databases
- data sets