AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.
Yusuke KodaJihong ParkMehdi BennisPraneeth VepakommaRamesh RaskarPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- machine learning
- sensitive information
- data transformation
- data privacy
- data sets
- private data
- private information
- data collection
- data sources
- preserving privacy
- vertically partitioned data
- data distribution
- database
- privacy preserving data mining
- sensitive data
- high dimensional data
- privacy requirements
- data analysis
- record linkage
- data mining methods
- raw data
- distributed data
- knowledge discovery
- data mining
- personal information
- differentially private
- horizontally partitioned data
- multi party
- personal data
- privacy issues
- data mining techniques