Deep Generative Model with Isolation Forest (DGM-IF) for Unsupervised Anomaly Detection in Wireless Sensor Network and Internet of Things.
Meriem ZerkoukMiloud MihoubiBelkacem ChikhaouiPublished in: CoDIT (2023)
Keyphrases
- generative model
- unsupervised anomaly detection
- semi supervised
- wireless sensor networks
- anomaly detection
- semi supervised learning
- intrusion detection
- bayesian framework
- probabilistic model
- active learning
- supervised learning
- latent dirichlet allocation
- pairwise
- sensor networks
- prior knowledge
- discriminative learning
- posterior probability
- gaussian process
- em algorithm
- pattern mining
- discriminative models
- learned models
- unsupervised learning
- generative and discriminative models
- topic models
- data sets
- high dimensional
- machine learning
- data mining