SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud.
Shijin DuanChenghong WangHongwu PengYukui LuoWujie WenCaiwen DingXiaolin XuPublished in: CoRR (2024)
Keyphrases
- lightweight
- privacy preserving
- multi party
- machine learning
- secure multi party computation
- horizontally partitioned data
- partitioned data
- privacy preserving data mining
- privacy preserving distributed data mining
- privacy preservation
- vertically partitioned data
- cloud computing
- scalar product
- private information
- sensitive information
- mashup
- data privacy
- authentication protocol
- service providers
- web services
- privacy concerns
- semi honest
- privacy protection
- privacy preserving data mining algorithms
- data mining
- privacy sensitive
- electronic commerce
- differential privacy
- homomorphic encryption