Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain.
Jiazhen JiHuan WangYuge HuangJiaxiang WuXingkun XuShouhong DingShengchuan ZhangLiujuan CaoRongrong JiPublished in: ECCV (12) (2022)
Keyphrases
- frequency domain
- privacy preserving
- face recognition
- feature extraction
- privacy preserving data mining
- spatial domain
- privacy preservation
- private information
- vertically partitioned data
- sensitive information
- differential privacy
- secure multiparty computation
- privacy requirements
- face images
- privacy concerns
- preserving privacy
- privacy sensitive
- private data
- privacy issues
- horizontally partitioned data
- data privacy
- privacy protection
- denoising
- personal data
- multi party
- privacy guarantees
- sensitive data
- principal component analysis
- computer vision
- scalar product
- data anonymization
- data perturbation
- subband
- user privacy
- facial expressions
- privacy preserving association rule mining
- record linkage
- location privacy
- data publishing
- feature vectors