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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
Using trust to secure geographic and energy aware routing against multiple attacks
Guanghua Zhang1, Yuqing Zhang, Zhenguo Chen
1Key Lab of Computer Networks and Information Security of Ministry of Education, Xidian University, Xi'an, Shaanxi, China ; College of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei, China.
This study introduces a novel trust-based model to defend wireless sensor networks against multiple routing attacks. The proposed method enhances packet delivery and network lifetime, outperforming existing models.
Area of Science:
- Computer Science
- Network Security
- Wireless Sensor Networks
Background:
- Wireless sensor networks (WSNs) are vulnerable to various security threats affecting geographic routing.
- Attacks include false routing information, selective forwarding, and Sybil attacks, compromising network integrity.
- Existing security models often overlook the resource constraints of sensor nodes.
Purpose of the Study:
- To propose a novel trust-based defending model for WSNs against multiple geographic routing attacks.
- To enhance the security and efficiency of WSNs while considering node resource limitations.
- To improve packet delivery ratio and network lifetime under attack scenarios.
Main Methods:
- A trust-based defending model utilizing the Dirichlet distribution function to calculate trust values based on packet acknowledgements.
- Integration of trust values with geographic and energy-aware routing costs for next-hop selection.
- Dynamic determination of initial trust, restriction of service requests for malicious nodes, and trust evolution to mitigate mobility impacts.
Main Results:
- The proposed model effectively defends against multiple attacks, including false routing information, selective forwarding, and Sybil attacks.
- Simulation results demonstrate superior performance in packet delivery ratio compared to existing models.
- The model significantly extends network lifetime by optimizing routing decisions and managing node trust.
Conclusions:
- The developed trust-based model offers a robust solution for securing geographic routing in resource-constrained WSNs.
- It provides a practical approach to mitigate diverse security threats without excessive energy consumption.
- The model's effectiveness in enhancing both security and network longevity is validated through simulations.
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