Distributed monitoring of conditional entropy for anomaly detection in streams.
Chrisil ArackaparambilSergey BratusJoshua BrodyAnna ShubinaPublished in: IPDPS Workshops (2010)
Keyphrases
- anomaly detection
- conditional entropy
- detect anomalies
- intrusion detection
- streaming data
- mutual information
- information theory
- detecting anomalies
- network intrusion detection
- anomalous behavior
- network traffic
- intrusion detection system
- network anomaly detection
- unsupervised learning
- computer security
- unsupervised anomaly detection
- high dimensional data streams
- one class support vector machines
- negative selection algorithm
- behavior analysis
- network security
- computer networks
- connectionist systems
- data streams
- malware detection
- detecting anomalous
- abnormal events
- information theoretic
- support vector machine
- pairwise
- image processing