Enhancing MANET Security Through Federated Learning and Multiobjective Optimization: A Trust-Aware Routing Framework

Enhancing MANET Security Through Federated Learning and Multiobjective Optimization: A Trust-Aware Routing Framework

Mobile ad hoc networks (MANETs) face significant challenges in maintaining secure and efficient communication owing to their dynamic nature and vulnerability to security threats. Traditional routing protocols often struggle to adapt to rapidly changing topologies and potential malicious nodes, compr...

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Bibliographic Details
Main Authors: Saad M. Hassan, Mohd Murtadha Mohamad, Farkhana Binti Muchtar, Firoz Bin Yusuf Patel Dawoodi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Mobile ad hoc networks (MANETs)
trust-aware routing
federated learning
LSTM networks
multiobjective optimization
security in wireless networks
Online Access:https://ieeexplore.ieee.org/document/10766497/
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https://ieeexplore.ieee.org/document/10766497/

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