Witnessing Erosion of Membership Inference Defenses: Understanding Effects of Data Drift in Membership Privacy.
Seung Ho NaKwanwoo KimSeungwon ShinPublished in: RAID (2023)
Keyphrases
- data processing
- data collection
- data analysis
- data quality
- original data
- data sets
- knowledge discovery
- synthetic data
- data sources
- end users
- data structure
- bayesian networks
- computer systems
- database
- raw data
- personal data
- distributed data
- private information
- survey data
- sensitive information
- data distribution
- data mining algorithms
- spatial data
- binary images