Demo : Privacy-Preserving Decentralized Machine Learning Framework for Clustered Resource-Constrained Devices.
Muhammad Ayat HidayatYugo NakamuraYutaka ArakawaPublished in: MobiSys (2024)
Keyphrases
- privacy preserving
- resource constrained
- machine learning
- privacy preserving data mining algorithms
- multi party
- vertically partitioned data
- private data
- privacy guarantees
- privacy preserving data mining
- privacy protection
- privacy preservation
- resource constraints
- private information
- sensitive information
- scalar product
- decision trees
- secure multiparty computation
- database systems
- data mining
- partitioned data
- data analysis
- privacy issues
- differential privacy
- multipath
- end to end
- low cost
- wireless sensor networks