Facial Data Minimization: Shallow Model as Your Privacy Filter.
Yuwen PuJiahao ChenJiayu PanHao LiDiqun YanXuhong ZhangShouling JiPublished in: CoRR (2023)
Keyphrases
- experimental data
- prior knowledge
- database
- input data
- data sets
- simulation data
- knowledge discovery
- objective function
- measured data
- test data
- private data
- data privacy
- probability distribution
- data points
- statistical methods
- statistical model
- information loss
- data structure
- data collection
- input image
- training data
- missing data
- similarity measure
- data mining algorithms
- image sequences
- raw data
- original data
- probabilistic model
- autoregressive
- sensitive information
- data sources
- high resolution
- data mining
- data analysis