TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples.
Seffi CohenOfir ArbiliYisroel MirskyLior RokachPublished in: AAAI (2024)
Keyphrases
- decision trees
- tree construction
- decision tree learning
- induction algorithms
- tree structure
- decision tree induction
- information gain
- classification trees
- tree structures
- tree induction
- decision tree classifiers
- decision tree algorithm
- binary tree
- logistic regression
- simulation environment
- data sets
- leaf nodes
- simulation model
- tree models
- supervised learning
- training data
- multivariate decision trees
- predictive accuracy
- computational efficiency
- mathematical model
- training examples
- decision tree learners
- decision tree learning algorithm