BlockDL: Privacy-Preserving and Crowd-Sourced Deep Learning Through Blockchain.
Shili HuJiangfeng LiQinpei ZhaoChenxi ZhangZijian ZhangYang ShiPublished in: ISCC (2021)
Keyphrases
- deep learning
- privacy preserving
- crowd sourced
- crowd sourcing
- privacy preserving data mining
- unsupervised learning
- active learning
- privacy preservation
- object retrieval
- vertically partitioned data
- machine learning
- data privacy
- weakly supervised
- sensitive information
- mental models
- private information
- secure multiparty computation
- social networking
- image retrieval
- multiscale
- databases
- maximum likelihood
- supervised learning
- data sets