Aegis: A Lightning Fast Privacy-preserving Machine Learning Platform against Malicious Adversaries.
Taipei LuBingsheng ZhangLichun LiKui RenPublished in: IACR Cryptol. ePrint Arch. (2023)
Keyphrases
- privacy preserving
- learning platform
- semi honest
- privacy preserving data mining
- learning activities
- privacy preservation
- learning environment
- learning materials
- privacy concerns
- private information
- data privacy
- vertically partitioned data
- multi party
- sensitive data
- record linkage
- privacy sensitive
- privacy protection
- sensitive information
- preserving privacy
- naive bayesian classification
- scalar product
- data perturbation
- privacy guarantees
- partitioned data
- horizontally partitioned data
- privacy preserving classification
- user privacy
- horizontally partitioned
- personal data
- privacy preserving association rule mining