On the Privacy-Robustness-Utility Trilemma in Distributed Learning.
Youssef AllouahRachid GuerraouiNirupam GuptaRafael PinotJohn StephanPublished in: ICML (2023)
Keyphrases
- distributed learning
- differential privacy
- privacy requirements
- collaborative learning
- privacy preserving
- utility function
- personal information
- privacy issues
- data anonymization
- anonymized data
- distributed learning environments
- privacy protection
- privacy preserving data mining
- knowledge integration
- data security
- data privacy
- personal data
- machine learning
- learning process
- multimedia
- social networks
- learning algorithm