Label flipping attacks against Naive Bayes on spam filtering systems.
Hongpo ZhangNing ChengYang ZhangZhanbo LiPublished in: Appl. Intell. (2021)
Keyphrases
- naive bayes
- spam filters
- text classification
- spam filtering
- decision trees
- logistic regression
- classification accuracy
- text categorization
- multi label
- training data
- naive bayes classifier
- probability estimation
- uci datasets
- uci data sets
- classification algorithm
- cost sensitive
- feature selection
- bayesian classifier
- base classifiers
- bayesian networks
- naive bayesian classifier
- text classifiers
- class labels
- test instances
- bayesian network classifiers
- independence assumption
- probability estimates
- locally weighted
- naive bayes classification
- labeled data
- feature space