Decentralized Collaborative Filtering Algorithm with Privacy Preserving for Recommendation in Mobile Edge Computing.
Xiangyong LiuPengfei YinPin LiuShuhong ChenPublished in: UbiSec (2022)
Keyphrases
- privacy preserving
- filtering algorithm
- recommendation algorithms
- privacy preserving data mining
- vertically partitioned data
- privacy sensitive
- privacy preservation
- multi party
- data privacy
- mobile devices
- differential privacy
- edge detection
- private information
- privacy protection
- horizontally partitioned data
- privacy issues
- privacy concerns
- sensitive information
- data perturbation
- recommender systems
- privacy requirements
- private data
- record linkage
- preserving privacy
- privacy guarantees
- peer to peer
- user preferences
- median filter
- sensitive data
- user privacy
- recommendation systems
- collaborative filtering
- homomorphic encryption
- secure multiparty computation
- naive bayesian classification
- color images