A Survey on Privacy-Preserving Deep Learning with Differential Privacy.
Yu ZhangYing CaiMeng ZhangXin LiYanfang FanPublished in: ICBDS (2021)
Keyphrases
- deep learning
- privacy preserving
- differential privacy
- differentially private
- privacy guarantees
- privacy preservation
- private data
- unsupervised learning
- privacy preserving data mining
- machine learning
- privacy preserving data mining algorithms
- data privacy
- vertically partitioned data
- privacy protection
- private information
- sensitive information
- preserving privacy
- sensitive data
- privacy concerns
- privacy issues
- data publishing
- scalar product
- anonymized data
- personal data
- feature extraction