Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework.
Ioannis MavromatisAftab KhanPublished in: CoRR (2022)
Keyphrases
- lightweight
- privacy preserving
- data privacy
- sensitive information
- data sets
- data analysis
- privacy sensitive
- data points
- data collection
- privacy requirements
- privacy preservation
- training data
- vertically partitioned data
- data publishing
- private data
- privacy preserving data mining
- high dimensional data
- private information
- privacy concerns
- privacy issues
- preserving privacy
- wireless sensor networks
- sensitive data
- data mining methods
- data structure
- data quality
- differential privacy
- original data
- data distribution
- privacy guarantees
- knowledge discovery
- support vector machine