Towards Privacy-Preserving Deep Learning: Opportunities and Challenges.
Sheraz AliMuhammad Maaz IrfanAbubakar BomaiChuan ZhaoPublished in: DSAA (2020)
Keyphrases
- privacy preserving
- learning opportunities
- privacy preserving data mining
- privacy issues
- privacy preservation
- learning experience
- vertically partitioned data
- learning environment
- multi party
- privacy concerns
- horizontally partitioned data
- data privacy
- sensitive information
- private information
- st century
- middle school
- language learning
- differential privacy
- preserving privacy
- mobile technologies
- privacy protection
- private data
- data perturbation
- scalar product
- sensitive data
- secure multiparty computation
- learning algorithm
- partitioned data
- homomorphic encryption
- decision trees
- privacy guarantees
- mobile phone
- m learning