Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples.
Ömer Faruk TunaFerhat Özgür ÇatakM. Taner EskilPublished in: Multim. Tools Appl. (2022)
Keyphrases
- learning models
- machine learning
- loss function
- learning algorithm
- learning tasks
- machine learning algorithms
- learning paradigms
- semi supervised learning
- data sets
- learning problems
- classification models
- data mining
- machine learning models
- conditional random fields
- training examples
- supervised learning
- active learning
- prior knowledge
- natural language
- reinforcement learning