Cyberattack Detection using Deep Generative Models with Variational Inference.
Sarin E. ChandyAmin RasekhZachary A. BarkerM. Ehsan ShafieePublished in: CoRR (2018)
Keyphrases
- generative model
- variational inference
- latent dirichlet allocation
- probabilistic model
- mixture model
- topic models
- bayesian inference
- bayesian framework
- em algorithm
- posterior probability
- hidden variables
- posterior distribution
- prior knowledge
- expectation maximization
- semi supervised
- mixed membership
- conditional random fields
- closed form
- gaussian process
- image segmentation
- graphical models
- object detection
- hidden markov models
- parameter learning
- computer vision
- machine learning
- dimensionality reduction
- density estimation
- bayesian networks