Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings.
Mazda MoayeriSoheil FeiziPublished in: ICCV (2021)
Keyphrases
- decision trees
- image classification
- automatic classification
- detection algorithm
- feature extraction
- pattern recognition
- classification accuracy
- classification models
- machine learning
- classification method
- object detection
- support vector machine
- robust detection
- text classification
- classification scheme
- small sample
- class labels
- supervised learning
- feature space
- support vector
- feature selection
- support vector machine svm
- lightweight
- false positives
- classification algorithm
- detection rate
- training set
- preprocessing
- feature extraction and classification