Performance vs. Privacy: Evaluating the Performance of Predicting Second Primary Cancer in Lung Cancer Survivors with Privacy-preserving Approaches.
Jui-Fu HongYi-Ju TsengPublished in: BHI (2022)
Keyphrases
- privacy preserving
- lung cancer
- privacy preserving data mining
- privacy preservation
- early detection
- privacy concerns
- sensitive information
- private information
- cancer diagnosis
- vertically partitioned data
- multi party
- survival prediction
- cancer cells
- differential privacy
- privacy issues
- secure multiparty computation
- privacy protection
- data privacy
- private data
- data anonymization
- preserving privacy
- privacy requirements
- record linkage
- privacy sensitive
- privacy preserving association rule mining
- horizontally partitioned data
- location privacy
- privacy guarantees
- personal data
- machine learning
- data perturbation
- privacy preserving classification
- data publishing
- scalar product
- homomorphic encryption
- lymph nodes
- user privacy
- sensitive data
- data mining