Visualizing big network traffic data using frequent pattern mining and hypergraphs.
Eduard GlatzStelios MavromatidisBernhard AgerXenofontas A. DimitropoulosPublished in: Computing (2014)
Keyphrases
- frequent pattern mining
- network traffic data
- network traffic
- network intrusion detection
- intrusion detection
- frequent patterns
- pattern mining
- huge number
- intrusion detection system
- traffic data
- itemsets
- network monitoring
- frequent pattern discovery
- mining frequent patterns
- anomaly detection
- minimum support
- computer networks
- pattern growth
- interesting patterns
- frequent pattern mining algorithms
- temporal pattern mining
- frequent itemset mining
- candidate generation
- mining frequent itemsets
- network management
- mining algorithm
- fp tree
- fraud detection
- sequential patterns
- machine learning
- data mining