Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data.
Suhas BNSarah RajtmajerSaeed AbdullahPublished in: INTERSPEECH (2023)
Keyphrases
- differentially private
- differential privacy
- private data
- data privacy
- data sets
- privacy preserving
- preserving privacy
- classification accuracy
- original data
- privacy guarantees
- data collection
- speech signal
- data sources
- data analysis
- pattern recognition
- anonymized data
- sensitive information
- data quality
- privacy protection
- private information
- information loss
- raw data
- feature vectors
- neural network
- personal data
- speech recognition
- high dimensional data
- denoising
- individual privacy