Protecting Student Data in ML Pipelines: An Overview of Privacy-Preserving ML.
Johannes SchleissKolja GüntherSebastian StoberPublished in: AIED (2) (2022)
Keyphrases
- privacy preserving
- data privacy
- private data
- privacy preservation
- sensitive information
- privacy issues
- private information
- database
- data analysis
- data transformation
- data sets
- horizontally partitioned data
- privacy sensitive
- privacy preserving data mining
- data points
- distributed data
- sensitive data
- data quality
- original data
- personal data
- knowledge discovery
- differentially private
- privacy requirements
- horizontally partitioned
- raw data
- data distribution
- data collection
- privacy guarantees
- decision trees