Edge model: An efficient method to identify and reduce the effectiveness of malicious clients in federated learning.
Mahdi shahrakiAmir Jalaly BidgolyPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- prior knowledge
- mathematical model
- learning scheme
- theoretical analysis
- probabilistic model
- statistical model
- objective function
- high order
- structural learning
- cost function
- linear model
- boosted decision trees
- prediction model
- modeling method
- em algorithm
- test data
- evaluation method
- recognition algorithm
- sensitivity analysis
- reconstruction method
- learning algorithm
- neural nets
- gaussian distribution
- learning mechanism
- computationally efficient
- automatically learned
- edge detection
- dynamic programming
- similarity measure
- computational model
- input data
- prior information
- bayesian networks
- neural network
- learned models
- bayesian methods
- privileged information
- bp neural network
- bayesian framework
- statistical methods
- optimization method
- classification method
- clustering method
- parameter estimation
- segmentation algorithm
- unsupervised learning
- learning process
- pairwise
- feature selection