Privacy-preserving Collaborative Learning with Scalable Image Transformation and Autoencoder.
Yuting MaYuanzhi YaoXiaowei LiuNenghai YuPublished in: GLOBECOM (2022)
Keyphrases
- privacy preserving
- collaborative learning
- image transformations
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- rotation invariant
- image matching
- image analysis
- privacy concerns
- private information
- image registration
- learning process
- sensitive information
- input image
- dictionary learning
- privacy protection
- object recognition
- keypoints
- image features
- data privacy
- privacy sensitive
- pixel intensities
- scalar product
- secure multiparty computation
- image representation
- sparse representation
- differential privacy
- data sets