Cyclic Parameter Sharing for Privacy-Preserving Distributed Deep Learning Platforms.
Joohyung JeonDohyun KimJoongheon KimPublished in: ICAIIC (2019)
Keyphrases
- privacy preserving
- horizontally partitioned data
- horizontally partitioned
- partitioned data
- multi party
- privacy sensitive
- privacy preserving data mining
- learning platforms
- vertically partitioned data
- privacy preserving classification
- secure multiparty computation
- privacy preservation
- data privacy
- privacy protection
- sensitive information
- private information
- scalar product
- preserving privacy
- sensitive data
- privacy issues
- private data
- data perturbation
- privacy requirements
- homomorphic encryption
- privacy concerns
- distributed environment
- pedagogical model
- data mining
- learning processes
- privacy preserving association rule mining
- conduct data mining
- data management