TripleBlind: A Privacy-Preserving Framework for Decentralized Data and Algorithms.
Gharib GharibiBabak Poorebrahim GilkalayeRavi PatelAndrew RademacherDavid WagnerJack FayGary MooreSteve PenrodGreg StormRiddhiman DasPublished in: NeurIPS (Competition and Demos) (2021)
Keyphrases
- privacy preserving
- privacy guarantees
- horizontally partitioned data
- sensitive information
- data mining techniques
- data structure
- private data
- data privacy
- data analysis
- data transformation
- sensitive data
- database
- data collection
- data sets
- original data
- privacy sensitive
- privacy issues
- privacy preserving data mining algorithms
- data quality
- data mining algorithms
- privacy concerns
- multi party
- privacy protection
- data sources
- personal data
- privacy preservation
- preserving privacy
- differentially private
- user privacy
- association rules
- dimensionality reduction
- vertically partitioned data
- high dimensional data
- data publishing
- spatial data
- data distribution
- raw data
- privacy preserving data mining