The robustness of popular multiclass machine learning models against poisoning attacks: Lessons and insights.
Majdi MaabrehArwa MaabrehBasheer QolomanyAla I. Al-FuqahaPublished in: Int. J. Distributed Sens. Networks (2022)
Keyphrases
- multi class
- machine learning models
- machine learning algorithms
- spam filtering
- machine learning approaches
- multiclass classification
- support vector machine
- predictive model
- pairwise
- multiclass problems
- machine learning
- multiple classes
- learning models
- data mining
- binary classifiers
- cost sensitive
- feature selection
- decision trees
- multiclass support vector machines
- base classifiers
- binary classification
- svm classifier
- prediction accuracy
- active learning
- data sets
- error correcting output codes