Image Transformation-Based Defense Against Adversarial Perturbation on Deep Learning Models.
Akshay AgarwalRicha SinghMayank VatsaNalini K. RathaPublished in: IEEE Trans. Dependable Secur. Comput. (2021)
Keyphrases
- learning models
- image transformations
- loss function
- machine learning
- learning algorithm
- rotation invariant
- image analysis
- image matching
- keypoints
- image features
- dictionary learning
- image registration
- semi supervised learning
- learning tasks
- input image
- classification models
- machine learning algorithms
- image descriptors
- learning problems
- conditional random fields
- object recognition
- image representation
- pixel intensities
- d objects
- texture descriptors
- support vector
- data sets
- salient regions
- transfer learning
- image processing