PyDPLib: Python Differential Privacy Library for Private Medical Data Analytics.
Sana ImtiazPhilipp MatthiesFrancisco PintoMáté E. MarosHolger WenzRamin SadreVladimir VlassovPublished in: ICDH (2021)
Keyphrases
- differential privacy
- data analytics
- private data
- privacy preserving
- open source
- privacy guarantees
- differentially private
- big data
- privacy preservation
- traditional chinese medicine
- internet search
- privacy preserving data mining
- data privacy
- data mining techniques
- data sharing
- unstructured data
- business intelligence
- private information
- cloud computing
- data model
- personal information
- medical data
- sensitive information
- privacy protection
- privacy concerns
- keyword search
- sensitive data
- data quality
- data analysis
- real world
- databases
- machine learning
- search engine
- metadata
- data sets