Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning.
Hidde LycklamaAlexander ViandNicolas KüchlerChristian KnabenhansAnwar HithnawiPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- machine learning
- sensitive information
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- multi party
- privacy concerns
- private data
- privacy protection
- sensitive data
- privacy preserving association rule mining
- naive bayesian classification
- preserving privacy
- data publishing
- data transformation
- horizontally partitioned data
- differential privacy
- record linkage
- private information
- support vector machine
- data mining
- knowledge discovery
- data perturbation
- privacy sensitive
- scalar product
- secure multiparty computation
- medical images
- data analysis
- access control
- data warehouse
- partitioned data
- privacy preserving classification
- decision trees
- user privacy
- privacy issues