PA-iMFL: Communication-Efficient Privacy Amplification Method Against Data Reconstruction Attack in Improved Multilayer Federated Learning.
Jianhua WangXiaolin ChangJelena V. MisicVojislav B. MisicZhi ChenJunchao FanPublished in: IEEE Internet Things J. (2024)
Keyphrases
- prior knowledge
- synthetic data
- input data
- noisy data
- missing data
- bayesian methods
- information loss
- learned models
- data analysis
- data sets
- data sources
- test data
- background knowledge
- statistical methods
- learning algorithm
- database
- pairwise
- reconstruction method
- missing values
- power analysis
- sensitive data
- clustering method
- training samples
- unsupervised learning
- data collection
- data structure
- reinforcement learning
- similarity measure
- machine learning