A BIC based Mixture Model Defense against Data Poisoning Attacks on Classifiers.
Xi LiDavid J. MillerZhen XiangGeorge KesidisPublished in: CoRR (2021)
Keyphrases
- mixture model
- data sets
- model selection
- training data
- image processing
- training set
- gaussian mixture model
- training samples
- maximum likelihood
- expectation maximization
- bayesian information criterion
- incomplete data
- unsupervised learning
- text classification
- semi supervised
- data points
- probabilistic model
- prior knowledge
- decision trees