Visualization of Data Cubes for Anomaly Detection in Network Traffic Data Streams.
Volker AhlersTim LaueNils WellermannFelix HeinePublished in: IDAACS (2021)
Keyphrases
- anomaly detection
- network traffic
- data cube
- data streams
- streaming data
- range sum queries
- space efficient
- intrusion detection
- multi dimensional
- intrusion detection system
- data warehouse
- sliding window
- network security
- network intrusion detection
- traffic data
- detecting anomalous
- computer networks
- concept drift
- data analysis
- data structure
- detect anomalies
- data sets
- reinforcement learning
- unsupervised learning
- network intrusion
- traffic patterns
- range queries
- outlier detection
- text mining
- data distribution
- detection mechanism
- itemsets
- data mining