Real-time High Performance Anomaly Detection over Data Streams: Grand Challenge.
Dimitrije JankovSourav SikdarRohan MukherjeeKia TeymourianChris JermainePublished in: DEBS (2017)
Keyphrases
- anomaly detection
- grand challenge
- data streams
- streaming data
- intrusion detection
- high dimensional data streams
- detecting anomalies
- anomalous behavior
- network traffic
- autonomous driving
- detecting anomalous
- network intrusion detection
- computer security
- unsupervised anomaly detection
- data sets
- network anomaly detection
- data assimilation
- network security
- one class support vector machines
- cumulative sum
- unsupervised learning
- detect anomalies
- malware detection
- behavior analysis
- sliding window
- concept drift
- connectionist systems
- intrusion detection system