Privacy accounting and quality control in the sage differentially private ML platform.
Mathias LécuyerRiley SpahnKiran VodrahalliRoxana GeambasuDaniel HsuPublished in: SOSP (2019)
Keyphrases
- statistical inference
- quality control
- differentially private
- contingency tables
- differential privacy
- machine vision
- quality assurance
- maximum likelihood
- product quality
- privacy preserving
- automated visual inspection
- private data
- real time
- privacy preservation
- manufacturing process
- privacy guarantees
- data sets
- manufacturing systems
- data mining
- databases
- personal information