Occlumency: Privacy-preserving Remote Deep-learning Inference Using SGX.
Taegyeong LeeZhiqi LinSaumay PushpCaihua LiYunxin LiuYoungki LeeFengyuan XuChenren XuLintao ZhangJunehwa SongPublished in: MobiCom (2019)
Keyphrases
- privacy preserving
- deep learning
- privacy preserving data mining
- privacy preservation
- unsupervised learning
- vertically partitioned data
- machine learning
- sensitive information
- multi party
- mental models
- private information
- data privacy
- scalar product
- privacy protection
- secure multiparty computation
- preserving privacy
- privacy sensitive
- horizontally partitioned data
- privacy issues
- bayesian networks
- weakly supervised
- private data
- privacy concerns
- expectation maximization
- differential privacy
- data publishing
- conditional random fields
- dimensionality reduction
- object detection
- high dimensional