PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information.
Lin DuanJingwei SunYiran ChenMaria GorlatovaPublished in: CoRR (2023)
Keyphrases
- mutual information
- information theoretic
- similarity measure
- image registration
- feature selection
- collaborative learning
- privacy preserving
- multi modal image registration
- information gain
- private information
- information theoretic measures
- medical image registration
- bayesian networks
- security issues
- conditional mutual information
- differential privacy
- statistical databases
- collaborative environment
- mutual information maximization
- neural network
- personal information
- bayesian inference
- probabilistic inference
- multi user
- location privacy
- security risks
- dynamic bayesian networks
- sensitive information
- multiresolution
- computer vision