Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
Guangfeng YanTan LiTian LanKui WuLinqi SongPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- distributed learning
- privacy preserving association rule mining
- multi party
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- data perturbation
- privacy sensitive
- privacy protection
- privacy concerns
- sensitive information
- secure multiparty computation
- private data
- data publishing
- personal data
- differential privacy
- privacy issues
- preserving privacy
- provide efficient solutions
- record linkage
- information sharing
- privacy guarantees
- knowledge integration
- data privacy
- collaborative learning
- horizontally partitioned data
- data mining