Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes.
Sina BaharloueiFatemeh SheikholeslamiMeisam RazaviyaynZico KolterPublished in: AISTATS (2023)
Keyphrases
- class labels
- classification accuracy
- multiple classes
- feature extraction
- pattern classification
- object detection
- false positives
- detection algorithm
- support vector machine svm
- multi class
- classification process
- binary classifiers
- feature extraction and classification
- machine learning
- robust detection
- decision rules
- detection method
- classification systems
- classification scheme
- neyman pearson
- microcalcification clusters
- supervised learning
- support vector machine
- pattern recognition
- decision trees
- automatic detection
- automatic classification
- text classification
- image classification
- feature space
- preprocessing
- discriminant functions
- multi agent