An empirical analysis of image augmentation against model inversion attack in federated learning.
Seunghyeon ShinMallika BoyapatiKun SuoKyungtae KangJunggab SonPublished in: Clust. Comput. (2023)
Keyphrases
- bayesian framework
- multiscale
- prior knowledge
- statistical model
- learning scheme
- computational model
- probabilistic model
- image retrieval
- active learning
- low level
- similarity measure
- image data
- image features
- single image
- test images
- prior information
- probability distribution
- image classification
- edge detection
- input image
- learning algorithm
- image analysis
- object recognition
- video sequences
- image processing
- computer vision