Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey.
Dongqi FuWenxuan BaoRoss MaciejewskiHanghang TongJingrui HePublished in: SIGKDD Explor. (2023)
Keyphrases
- privacy preserving
- data privacy
- machine learning
- data sets
- private data
- data analysis
- data collection
- preserving privacy
- sensitive information
- differentially private
- original data
- data transformation
- knowledge discovery
- database
- data publishing
- sensitive data
- cloud computing
- data mining
- private information
- input data
- privacy concerns
- record linkage
- privacy preserving data mining
- data sources
- privacy preservation
- personal information
- raw data
- data mining techniques
- user privacy
- high dimensional data
- privacy requirements