Hiding Among Your Neighbors: Face Image Privacy Protection with Differential Private k-anonymity.
Jingyi CaoBo LiuYunqian WenYunhui ZhuRong XieLi SongLin LiYaoyao YinPublished in: BMSB (2022)
Keyphrases
- privacy protection
- face images
- privacy preserving
- private data
- private information
- face recognition
- privacy guarantees
- facial expressions
- human faces
- principal component analysis
- low resolution
- data sharing
- privacy preservation
- information loss
- feature vectors
- age estimation
- privacy policies
- high resolution
- privacy preserving data mining
- face databases
- feature extraction
- nearest neighbor
- sensitive information
- low resolution face images
- personal information
- input image
- face verification
- sensitive data
- data publishing
- training set
- pose variations
- data collection
- facial features
- anonymized data
- third party
- data privacy
- face representation
- privacy concerns
- statistical databases
- databases
- recognition rate