Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples.
Ömer Faruk TunaFerhat Özgür ÇatakM. Taner EskilPublished in: CoRR (2021)
Keyphrases
- learning models
- learning algorithm
- machine learning
- loss function
- semi supervised learning
- learning tasks
- machine learning algorithms
- learning paradigms
- conditional random fields
- machine learning models
- learning problems
- data sets
- classification models
- training samples
- training examples
- semi supervised
- image processing