Calibrating Noise to Sensitivity in Private Data Analysis.
Cynthia DworkFrank McSherryKobbi NissimAdam D. SmithPublished in: J. Priv. Confidentiality (2016)
Keyphrases
- data analysis
- noise immunity
- data processing
- noise level
- noise reduction
- signal to noise ratio
- machine learning
- low snr
- data collection
- noisy data
- cluster analysis
- sensitivity analysis
- privacy preserving
- rough sets
- noise model
- noise free
- data warehouse
- data mining
- data sets
- camera calibration
- data mining applications
- pattern discovery
- noise removal
- random noise
- low signal to noise ratio