Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning.
Hidde LycklamaAlexander ViandNicolas KüchlerChristian KnabenhansAnwar HithnawiPublished in: USENIX Security Symposium (2024)
Keyphrases
- privacy preserving
- machine learning
- sensitive information
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- private information
- multi party
- data privacy
- privacy protection
- privacy concerns
- record linkage
- horizontally partitioned data
- data transformation
- privacy requirements
- data perturbation
- differential privacy
- privacy issues
- sensitive data
- private data
- support vector machine
- feature selection
- privacy guarantees
- data mining
- privacy preserving classification
- secure multiparty computation
- partitioned data
- horizontally partitioned
- privacy sensitive
- privacy preserving data mining algorithms
- privacy preserving association rule mining
- decision trees
- knowledge discovery
- user privacy