Network Intrusion Detection on Apache Spark with Machine Learning Algorithms.
Elif Merve KurtYasar BecerikliPublished in: EANN (2018)
Keyphrases
- machine learning algorithms
- network intrusion detection
- open source
- intrusion detection
- benchmark data sets
- learning algorithm
- network intrusion
- anomaly detection
- machine learning
- fraud detection
- predictive accuracy
- machine learning methods
- network anomaly detection
- decision trees
- learning problems
- intrusion detection system
- artificial immune
- learning tasks
- random forests
- machine learning approaches
- input features
- network traffic
- outlier detection
- machine learning models
- statistical machine learning
- electronic commerce
- detection algorithm
- multi class
- network attacks
- data analysis
- standard machine learning algorithms