AntiBot: Clustering Common Semantic Patterns for Bot Detection.
Young Hee ParkQinghua ZhangDouglas S. ReevesVikram MulukutlaPublished in: COMPSAC (2010)
Keyphrases
- automatic detection
- clustering method
- similar patterns
- clustering algorithm
- unsupervised learning
- detection method
- pattern detection
- anomaly detection
- detection algorithm
- object detection
- k means
- pattern mining
- hierarchical clustering
- neural network
- false alarms
- pattern discovery
- semantic network
- multiple data streams
- spectral clustering
- detection rate
- temporal patterns
- semantic knowledge
- user sessions
- data sets
- document clustering
- semantic similarity
- frequent patterns
- false positives
- data points
- categorical data
- low level
- knowledge base
- semantic categories
- pattern extraction