Privacy-Preserving Distributed Estimation Over Multitask Networks.
Xicong ShenYing LiuPublished in: IEEE Trans. Aerosp. Electron. Syst. (2022)
Keyphrases
- privacy preserving
- multi task
- horizontally partitioned data
- horizontally partitioned
- multi party
- partitioned data
- privacy sensitive
- multitask learning
- privacy preserving data mining
- vertically partitioned data
- private information
- learning tasks
- secure multiparty computation
- multi task learning
- privacy preservation
- privacy preserving classification
- sensitive information
- privacy protection
- data privacy
- social networks
- privacy concerns
- private data
- data perturbation
- privacy preserving association rule mining
- privacy requirements
- preserving privacy
- differential privacy
- data sets
- gaussian processes
- homomorphic encryption
- scalar product
- learning problems
- transfer learning
- machine learning
- support vector
- distributed environment
- communication cost
- privacy issues