Differential Privacy for Stochastic Matrices Using the Matrix Dirichlet Mechanism.
Brandon FallinCalvin HawkinsBo ChenParham GohariAlexander BenvenutiUfuk TopcuMatthew T. HalePublished in: CDC (2023)
Keyphrases
- differential privacy
- differentially private
- privacy guarantees
- singular value decomposition
- privacy preserving
- private data
- tabular data
- data sharing
- data privacy
- rows and columns
- privacy preservation
- privacy preserving data mining algorithms
- anonymized data
- data quality
- contingency tables
- data mining
- data collection
- peer to peer
- data management
- database systems