The Value of Collaboration in Convex Machine Learning with Differential Privacy.
Nan WuFarhad FarokhiDavid B. SmithMohamed Ali KâafarPublished in: IEEE Symposium on Security and Privacy (2020)
Keyphrases
- differential privacy
- machine learning
- differentially private
- privacy preserving
- private data
- privacy guarantees
- tabular data
- information sharing
- privacy preservation
- privacy preserving data mining algorithms
- data sharing
- knowledge management
- information extraction
- personal information
- search logs
- data privacy
- social networking
- data analysis
- feature selection
- information systems
- database