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FORTRESS-FL: Byzantine-robust and privacy-preserving federated orchestration for next-generation networks | Synapse
March 3, 2026
Open Access
FORTRESS-FL: Byzantine-robust and privacy-preserving federated orchestration for next-generation networks
QD
Quang-Vinh Dang
Hung Yen University of Technology and Education
TV
Thi-Bich-Diem Vo
Ho Chi Minh City University of Science
NN
Ngoc-Son-An Nguyen
Industrial University of Ho Chi Minh City
Key Points
Federated orchestration enhances privacy in distributed systems, providing a new layer of security.
Key evidence shows resilience against Byzantine attacks, maintaining performance and reliability.
The analysis employed theoretical models to examine the interaction of privacy and Byzantine robustness.
These findings may enable more secure communication in next-generation networks, emphasizing the need for robust frameworks.
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Dang et al. (Mon,) studied this question.
synapsesocial.com/papers/69a76697badf0bb9e87dd97e
https://doi.org/https://doi.org/10.1016/j.array.2026.100680