Towards an Early Warning System for Network Attacks Using Bayesian Inference.
Harsha Kumara KalutarageChonho LeeSiraj Ahmed ShaikhFrancis Bu-Sung LeePublished in: CSCloud (2015)
Keyphrases
- bayesian inference
- network attacks
- intrusion detection
- network intrusion detection
- network security
- intrusion detection system
- probabilistic model
- dos attacks
- prior information
- variational inference
- bayesian model
- statistical inference
- variational bayes
- anomaly detection
- hierarchical bayesian
- real world
- information systems
- network traffic
- expectation propagation
- gibbs sampler
- topic models
- information security
- data mining techniques
- multi class
- social networks