Outlier detection in IP traffic modelled as a link stream using the stability of degree distributions over time.
Audrey WilmetTiphaine ViardMatthieu LatapyRobin Lamarche-PerrinPublished in: Comput. Networks (2019)
Keyphrases
- outlier detection
- data streams
- ip traffic
- fraud detection
- ip networks
- density estimation
- detection algorithm
- detecting outliers
- high dimensional datasets
- stream clustering
- credit card fraud detection
- probability distribution
- knowledge discovery
- probability density
- data mining
- density ratio estimation
- internet traffic
- real world
- real time
- anomaly detection
- data analysis
- learning algorithm
- detect outliers
- databases