Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure.
Tamara T. MuellerMaulik ChevliAmeya DaigavaneDaniel RueckertGeorgios KaissisPublished in: CoRR (2023)
Keyphrases
- differential privacy
- graph structure
- differentially private
- privacy preserving
- graph structures
- private data
- privacy guarantees
- graphical models
- privacy preservation
- directed graph
- anonymized data
- data sharing
- graph representations
- directed acyclic
- personal information
- data privacy
- tree structure
- data mining
- databases
- private information
- data structure