Robust Federated Learning Method Against Data and Model Poisoning Attacks with Heterogeneous Data Distribution.
Ebtisaam AlharbiLeandro Soriano MarcolinoAntonios GouglidisQiang NiPublished in: ECAI (2023)
Keyphrases
- data distribution
- prior knowledge
- test data
- input data
- learned models
- distributed data
- statistical methods
- data points
- bayesian methods
- data skew
- learning models
- probabilistic model
- em algorithm
- data sets
- high dimensional data
- data sources
- learning algorithm
- training data
- training samples
- streaming data
- data analysis
- data streams
- database
- management system
- watermarking method
- tree structure
- learning tasks
- load balancing
- classification algorithm
- data mining
- neural network
- image data
- high energy physics
- labeled data