AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.
Yusuke KodaJihong ParkMehdi BennisPraneeth VepakommaRamesh RaskarPublished in: GLOBECOM (2021)
Keyphrases
- privacy preserving
- machine learning
- data sets
- data analysis
- vertically partitioned data
- data transformation
- data collection
- differentially private
- data privacy
- knowledge discovery
- original data
- privacy issues
- privacy requirements
- private information
- private data
- record linkage
- privacy concerns
- sensitive information
- data sources
- sensitive data
- raw data
- horizontally partitioned data
- database
- privacy sensitive
- preserving privacy
- data mining techniques
- third party
- data quality
- data mining applications
- sparse data
- data objects
- data publishing
- data distribution
- privacy preservation
- distributed data