An evaluation of vertex and edge modification techniques for privacy-preserving on graphs.
Jordi Casas-RomaPublished in: J. Ambient Intell. Humaniz. Comput. (2023)
Keyphrases
- privacy preserving
- undirected graph
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- directed graph
- sensitive information
- edge weights
- multi party
- weighted graph
- private information
- privacy protection
- privacy concerns
- record linkage
- horizontally partitioned
- sensitive data
- vertex set
- privacy issues
- scalar product
- preserving privacy
- privacy sensitive
- naive bayesian classification
- differential privacy
- differentially private
- privacy guarantees
- data transformation
- data perturbation
- privacy requirements
- secure multiparty computation
- data sets
- privacy preserving data mining algorithms