Sequential Data Mining of Network Traffic in URL Logs.
Marcin KorytkowskiJakub NowakRobert NowickiKamila MilkowskaMagdalena SchererPiotr GoetzenPublished in: ICAISC (1) (2019)
Keyphrases
- network traffic
- sequential data
- sequential patterns
- sequential pattern mining
- pattern mining
- network monitoring
- web logs
- intrusion detection
- pattern discovery
- hidden markov models
- mining algorithm
- anomaly detection
- website
- fixed length
- network intrusion detection
- intrusion detection system
- data mining
- multi dimensional
- frequent patterns
- internet traffic
- web mining
- text mining
- traffic data
- sequence data
- web documents
- itemsets
- long range dependence
- frequent pattern mining
- association rule mining
- web pages
- interesting patterns
- log files
- log data
- frequent itemsets
- web access
- association rules
- web usage mining
- knowledge discovery
- search engine