Protecting Bilateral Privacy in Machine Learning-as-a-Service: A Differential Privacy Based Defense.
Le WangHaonan YanXiaodong LinPulei XiongPublished in: AIS&P (1) (2023)
Keyphrases
- differential privacy
- machine learning
- privacy preservation
- differentially private
- privacy preserving
- private data
- privacy guarantees
- data privacy
- data mining
- tabular data
- privacy preserving data mining algorithms
- data sharing
- preserving privacy
- private information
- data analysis
- individual privacy
- anonymized data
- personal information
- privacy issues
- data sets
- social network data
- intrusion detection
- information retrieval systems
- data publishing