Big Data Classification Using Belief Decision Trees: Application to Intrusion Detection.
Mariem AjabiImen BoukhrisZied ElouediPublished in: AISI (2015)
Keyphrases
- intrusion detection
- big data
- decision trees
- anomaly detection
- intrusion detection system
- machine learning
- network security
- network traffic
- data science
- detecting anomalous
- cloud computing
- data analytics
- network intrusion detection
- classification accuracy
- data processing
- supervised learning
- network intrusion
- data mining
- network intrusions
- high detection rate
- credit card fraud detection
- big data analytics
- text classification
- data management
- training set
- real world
- naive bayes
- model selection
- information security
- decision support system
- high dimensional
- support vector
- training data
- case study
- feature selection
- data sets