Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data.
Mohit KumarBernhard MoserLukas FischerBernhard FreudenthalerPublished in: DEXA Workshops (2022)
Keyphrases
- distributed data
- privacy preserving
- deep learning
- vertically partitioned data
- data privacy
- data sharing
- homomorphic encryption
- distributed data mining
- privacy concerns
- secure multiparty computation
- sensitive data
- scalar product
- horizontally partitioned data
- multi party
- privacy preserving data mining
- unsupervised learning
- mental models
- user privacy
- machine learning
- communication cost
- data mining algorithms
- data distribution
- private information
- databases
- data integration
- sensitive information
- data access
- semi honest
- encryption scheme
- database
- differential privacy
- data quality
- knowledge discovery
- data structure
- real world