Towards Privacy-Preserving Depression Detection: Experiments on Passive Sensor Signal Data.
Aijia YuanMichael XuHongyi ZhuSagar SamtaniEdlin GarciaPublished in: ICDH (2023)
Keyphrases
- privacy preserving
- private data
- data sets
- data privacy
- sensor data
- sensitive information
- data collection
- raw data
- sensitive data
- preserving privacy
- data distribution
- data transformation
- privacy preserving data mining
- record linkage
- privacy preservation
- differentially private
- vertically partitioned data
- horizontally partitioned data
- personal data
- privacy concerns
- privacy protection
- private information
- data mining methods
- distributed data
- data mining applications
- privacy guarantees
- data quality
- privacy requirements
- data points
- high dimensional
- privacy sensitive
- data analysis