Compressive Privatization: Sparse Distribution Estimation under Locally Differentially Privacy.
Zhongzheng XiongZengfeng HuangXiaojun MaoJian WangShan YingPublished in: CoRR (2020)
Keyphrases
- compressive sensing
- signal reconstruction
- privacy preserving
- random projections
- accurate estimation
- high dimensional
- personal information
- dense motion estimation
- probability distribution
- estimation algorithm
- spatial distribution
- privacy aware
- sparse data
- private information
- beta distribution
- elastic net
- privacy concerns
- security issues
- neural network
- parameter estimation
- access control
- markov chain
- bayesian networks