DP-LSSGD: A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM.
Bao WangQuanquan GuMarch BoedihardjoLingxiao WangFarzin BarekatStanley J. OsherPublished in: MSML (2020)
Keyphrases
- optimization method
- privacy preserving
- differential privacy
- privacy requirements
- optimization algorithm
- optimization methods
- genetic algorithm
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- particle swarm
- differential evolution
- simulated annealing
- evolutionary algorithm
- multi party
- private information
- optimization procedure
- sensitive information
- sensitive data
- private data
- data anonymization
- preserving privacy
- nelder mead simplex
- data privacy
- privacy guarantees
- privacy protection
- metaheuristic
- scalar product
- record linkage
- privacy preserving data mining algorithms
- privacy issues
- data publishing
- privacy concerns
- data perturbation
- user privacy
- privacy preserving classification
- search algorithm
- partitioned data
- neural network