MPCPA: Multi-Center Privacy Computing with Predictions Aggregation based on Denoising Diffusion Probabilistic Model.
Guibo LuoHanwen ZhangXiuling WangMingzhi ChenYuesheng ZhuPublished in: CoRR (2024)
Keyphrases
- denoising
- probabilistic model
- nonlinear diffusion
- image denoising
- diffusion processes
- bayesian networks
- image processing
- total variation
- noisy images
- language model
- privacy preserving
- wavelet domain
- private data
- statistical databases
- diffusion model
- aggregation operators
- data aggregation
- noise removal
- security issues
- diffusion process
- personal information
- information diffusion
- private information
- privacy preservation
- data mining
- scale spaces
- sensitive information
- natural images
- medical images
- wavelet denoising