FedClamp: An Algorithm for Identification of Anomalous Client in Federated Learning.
Habib Ullah ManzoorMuhammed Shahzeb KhanAhsan Raza KhanFahad AyazDavid FlynnMuhammad Ali ImranAhmed ZohaPublished in: ICECS 2022 (2022)
Keyphrases
- learning algorithm
- learning speed
- cost function
- computational complexity
- objective function
- detection algorithm
- optimal solution
- incremental learning
- np hard
- improved algorithm
- optimization algorithm
- times faster
- experimental evaluation
- learning scheme
- reinforcement learning
- dynamic programming
- significant improvement
- worst case
- learning problems
- expectation maximization
- theoretical analysis
- learning rules
- preprocessing
- classification algorithm
- back propagation
- data sets
- learning tasks
- learning phase
- clustering method
- segmentation algorithm
- unsupervised learning
- online learning
- linear programming
- computational cost
- k means
- learning process
- search space
- artificial neural networks