DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendation in Mobile Commerce.
Jialiang HanYun MaQiaozhu MeiXuanzhe LiuPublished in: WWW (2021)
Keyphrases
- privacy preserving
- deep learning
- mobile commerce
- electronic commerce
- mobile devices
- vertically partitioned data
- machine learning
- privacy preserving data mining
- unsupervised learning
- mobile users
- online shopping
- mobile services
- private information
- sensitive information
- privacy protection
- weakly supervised
- data privacy
- security requirements
- mental models
- user preferences
- secure multiparty computation
- databases
- mobile technologies
- context aware