Decision tree pairwise metric learning against adversarial attacks.
Benjamin AppiahZhiguang QinMighty Abra AyidzoeAnsuura JohnBosco Aristotle KanpogningePublished in: Comput. Secur. (2021)
Keyphrases
- metric learning
- pairwise
- decision trees
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- nearest neighbor classification
- loss function
- markov random field
- machine learning
- pairwise constraints
- machine learning algorithms
- pairwise similarities
- information gain
- distance metric
- similarity measure
- semi supervised learning
- data sets
- multi class
- training data
- mahalanobis metric
- feature space