The Cost of Privacy in Asynchronous Differentially-Private Machine Learning.
Farhad FarokhiNan WuDavid B. SmithMohamed Ali KâafarPublished in: IEEE Trans. Inf. Forensics Secur. (2021)
Keyphrases
- differentially private
- differential privacy
- machine learning
- privacy preserving
- private data
- data mining
- privacy guarantees
- feature selection
- databases
- active learning
- digital libraries
- social networks
- knowledge discovery
- information extraction
- data collection
- data analysis
- bayesian inference
- data sharing
- private information
- privacy preservation
- contingency tables