Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs.
Emaad A. ManzoorSadegh MomeniVenkat N. VenkatakrishnanLeman AkogluPublished in: CoRR (2016)
Keyphrases
- anomaly detection
- memory efficient
- streaming data
- intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- network intrusion detection
- intrusion detection system
- computer security
- network anomaly detection
- unsupervised anomaly detection
- behavior analysis
- negative selection algorithm
- detecting anomalous
- unsupervised learning
- reinforcement learning
- maximum likelihood
- data streams
- connectionist systems
- network security
- malware detection
- detect anomalies
- genetic algorithm
- neural network