Privacy-Enhanced Personalized Federated Learning With Layer-Wise Gradient Shielding on Heterogeneous IoT Data.
Zaobo HeFuping ZhangYusen LiYulin CaoZhipeng CaiPublished in: IEEE Internet Things J. (2024)
Keyphrases
- data sets
- background knowledge
- data sources
- data structure
- prior knowledge
- data processing
- data collection
- database
- data analysis
- active learning
- private data
- data quality
- original data
- sensor data
- learning process
- user profiles
- high dimensional data
- machine learning
- learning algorithm
- data points
- pairwise
- learning models
- information loss
- security issues
- personal data