Metamorphic Detection of Adversarial Examples in Deep Learning Models With Affine Transformations.
Rohan Reddy MekalaGudjon Einar MagnussonAdam PorterMikael LindvallMadeline DiepPublished in: CoRR (2019)
Keyphrases
- learning models
- affine transformation
- affine invariant
- learning algorithm
- machine learning
- similarity transformations
- semi supervised learning
- loss function
- feature points
- learning tasks
- conditional random fields
- machine learning algorithms
- learning problems
- image registration
- image matching
- b spline
- classification models
- training examples
- supervised learning
- pattern recognition
- decision trees
- image mosaicking