Automatic Anomaly Detection over Sliding Windows: Grand Challenge.
Tarek ZaarourNiki PavlopoulouSouleiman HasanUmair ul HassanEdward CurryPublished in: DEBS (2017)
Keyphrases
- anomaly detection
- sliding window
- grand challenge
- streaming data
- data streams
- intrusion detection
- detecting anomalies
- fixed size
- anomalous behavior
- variable size
- intrusion detection system
- network intrusion detection
- window size
- detect anomalies
- detecting anomalous
- one class support vector machines
- network traffic
- unsupervised learning
- continuous queries
- walsh hadamard transform
- network anomaly detection
- computer vision
- normal behavior
- computer networks
- maximum likelihood
- semi supervised
- reinforcement learning