Local Differential Privacy for Belief Functions.
Qiyu LiChunlai ZhouBiao QinZhiqiang XuPublished in: CoRR (2022)
Keyphrases
- belief functions
- differential privacy
- differentially private
- privacy preserving
- private data
- dempster shafer
- dempster shafer theory
- privacy guarantees
- data sharing
- privacy preserving data mining algorithms
- probability theory
- probability function
- privacy preservation
- evidential reasoning
- combination rule
- personal information
- markov tree
- anonymized data
- data mining
- privacy preserving data mining
- databases
- data privacy
- search logs
- graphical models
- feature space
- probability functions
- pattern recognition
- decision making
- machine learning