Robust Federated Learning Client Selection With Combinatorial Class Representations and Data Augmentation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2025.3579290
Abstract: The federated learning (FL) client selection scheme can effectively mitigate global model performance degradation caused by the random aggregation of clients with heterogeneous data. Simultaneously, research has exposed FL’s susceptibility to backdoor attacks. However herein… read more here.
Keywords: client; grace; class representations; client selection ... See more keywords
A class of representations of Artin braid hypergroups
Sign Up to like & getrecommendations! Published in 2018 at "Asian-European Journal of Mathematics"
DOI: 10.1142/s1793557120500564
Abstract: Hypergroup is the generalized concept of group introduced first by Marty. Since then, the study of it and its applications has been of great importance. This paper deals with representations of the hypergroup associated to… read more here.
Keywords: class representations; see text; formula see; representations artin ... See more keywords