Ensemble Learning based Anomaly Detection for IoT Cybersecurity via Bayesian Hyperparameters Sensitivity Analysis.
Tin LaiFarnaz FaridAbubakar BelloFariza SabrinaPublished in: CoRR (2023)
Keyphrases
- sensitivity analysis
- anomaly detection
- ensemble learning
- hyperparameters
- bayesian inference
- maximum likelihood
- model selection
- support vector
- generalization ability
- cross validation
- bayesian framework
- closed form
- random sampling
- prior information
- ensemble methods
- probabilistic model
- maximum a posteriori
- em algorithm
- random forest
- bayesian networks
- concept drift
- feature selection
- base classifiers
- unsupervised learning
- sample size
- unlabeled data
- learning algorithm
- sliding window
- support vector machine
- data analysis
- object recognition