Crowd-ML: A library for privacy-preserving machine learning on smart devices.
Jihun HammJackson LukenYani XiePublished in: ICASSP (2017)
Keyphrases
- privacy preserving
- smart devices
- machine learning
- daily life
- privacy preserving data mining
- embedded devices
- privacy preservation
- vertically partitioned data
- ubiquitous computing
- smart phones
- sensitive information
- multi party
- privacy protection
- private information
- artificial intelligence
- privacy concerns
- sensitive data
- decision trees
- data mining
- active learning
- scalar product
- horizontally partitioned data
- data privacy
- copyright protection
- secure multiparty computation
- differential privacy