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Ensemble learning based anomaly detection for IoT cybersecurity via Bayesian hyperparameters sensitivity analysis.
Tin Lai
Farnaz Farid
Abubakar Bello
Fariza Sabrina
Published in:
Cybersecur. (2024)
Keyphrases
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anomaly detection
sensitivity analysis
ensemble learning
hyperparameters
bayesian inference
maximum likelihood
model selection
cross validation
closed form
generalization ability
prior information
em algorithm
bayesian framework
support vector
ensemble methods
random sampling
sample size
probabilistic model
maximum a posteriori
random forest
feature selection
unsupervised learning
concept drift
generative model
missing values
bayesian networks
base classifiers
non stationary
data sets
unlabeled data
support vector machine
active learning
data streams
clustering algorithm
computer vision
data mining