NoLeaks: Differentially Private Causal Discovery Under Functional Causal Model.
Pingchuan MaZhenlan JiQi PangShuai WangPublished in: IEEE Trans. Inf. Forensics Secur. (2022)
Keyphrases
- causal discovery
- causal models
- differentially private
- linear non gaussian
- causal relationships
- causal structure
- differential privacy
- conditional independence
- causal relations
- structural equation models
- directed acyclic graph
- discovery process
- observational data
- databases
- contingency tables
- information sharing
- model selection
- bayesian networks