Privacy-Preserving Knowledge Transfer with Bootstrap Aggregation of Teacher Ensembles.
Hong-Jun YoonHilda B. KlaskyEric B. DurbinXiao-Cheng WuAntoinette StroupJennifer A. DohertyLinda CoyleLynne PenberthyChristopher StanleyJames Blair ChristianGeorgia D. TourassiPublished in: Poly/DMAH@VLDB (2020)
Keyphrases
- knowledge transfer
- privacy preserving
- knowledge sharing
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- transfer learning
- privacy concerns
- private information
- learning process
- data privacy
- sensitive information
- multi party
- privacy preserving association rule mining
- horizontally partitioned data
- private data
- decision making
- privacy protection
- sensitive data
- decision trees
- scalar product
- secure multiparty computation
- learning tasks
- high dimensional
- privacy issues
- case study
- privacy requirements
- privacy sensitive
- collaborative filtering
- information retrieval