Privacy-preserving local analysis of digital trace data: A proof-of-concept.
Laura BoeschotenAdriënne MendrikEmiel van der VeenJeroen VloothuisHaili HuRoos VoorvaartDaniel L. OberskiPublished in: Patterns (2022)
Keyphrases
- privacy preserving
- data privacy
- data analysis
- sensitive information
- data collection
- data transformation
- data sets
- private information
- privacy sensitive
- sensitive data
- data quality
- data sources
- private data
- database
- raw data
- preserving privacy
- original data
- privacy guarantees
- privacy issues
- horizontally partitioned
- differentially private
- horizontally partitioned data
- privacy preservation
- personal data
- privacy preserving data mining
- record linkage
- sparse data
- input data
- knowledge discovery