Decentralized Distributed Learning with Privacy-Preserving Data Synthesis.
Matteo PennisiFederica Proietto SalanitriGiovanni BellittoBruno CasellaMarco AldinucciSimone PalazzoConcetto SpampinatoPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- data sets
- private data
- distributed learning
- privacy sensitive
- data transformation
- data privacy
- knowledge discovery
- data collection
- private information
- sensitive data
- data analysis
- personal data
- differentially private
- vertically partitioned data
- privacy preservation
- multi party
- personal information
- original data
- data points
- horizontally partitioned
- horizontally partitioned data
- preserving privacy
- privacy issues
- sparse data
- data mining algorithms
- input data