Disguised-Nets: Image Disguising for Privacy-preserving Deep Learning.
Sagar SharmaKeke ChenPublished in: CoRR (2019)
Keyphrases
- sparse representation
- privacy preserving
- image classification
- image representation
- test images
- deep learning
- image content
- privacy preservation
- privacy preserving data mining
- input image
- face recognition
- image features
- image segmentation
- vertically partitioned data
- private information
- multi party
- sensitive information
- multiscale
- data privacy
- privacy preserving association rule mining
- sensitive data
- horizontally partitioned data
- feature extraction
- machine learning
- privacy concerns
- third party
- segmentation method
- dimensionality reduction
- feature space
- privacy issues
- scalar product
- secure multiparty computation
- data mining