Application of Quantum Key Distribution to Enhance Data Security in Agrotechnical Monitoring Systems Using UAVs

被引:0
|
作者
Bakyt, Makhabbat [1 ]
La Spada, Luigi [2 ]
Zeeshan, Nida [2 ]
Moldamurat, Khuralay [3 ]
Atanov, Sabyrzhan [4 ]
机构
[1] LN Gumilyov Eurasian Natl Univ, Fac Informat Technol, Dept Informat Secur, Astana 010000, Kazakhstan
[2] Edinburgh Napier Univ, Sch Comp Engn & Built Environm, 10 Colinton Rd, Edinburgh EH10 5DT, Scotland
[3] LN Gumilyov Eurasian Natl Univ, Fac Informat Technol, Dept Comp Sci, Astana 010000, Kazakhstan
[4] LN Gumilyov Eurasian Natl Univ, Fac Phys & Engn, Dept Space Tech & Technol, Astana 010000, Kazakhstan
来源
APPLIED SCIENCES-BASEL | 2025年 / 15卷 / 05期
关键词
quantum key distribution; UAV; data security; geographic information systems; agrotechnical monitoring; AI methods; RESOURCE-ALLOCATION; DESIGN;
D O I
10.3390/app15052429
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Ensuring secure data transmission in agrotechnical monitoring systems using unmanned aerial vehicles (UAVs) is critical due to increasing cyber threats, particularly with the advent of quantum computing. This study proposes the integration of Quantum Key Distribution (QKD), based on the BB84 protocol, as a secure key management mechanism to enhance data security in UAV-based geographic information systems (GIS) for monitoring agricultural fields and forest fires. QKD is not an encryption algorithm but a secure key distribution protocol that provides information-theoretic security by leveraging the principles of quantum mechanics. Rather than replacing traditional encryption methods, QKD complements them by ensuring the secure generation and distribution of encryption keys, while AES-128 is employed for efficient data encryption. The QKD framework is optimized for real-time operations through adaptive key generation and energy-efficient hardware, alongside Lempel-Ziv-Welch (LZW) compression to improve the bandwidth efficiency. The simulation results demonstrate that the proposed system achieves secure key generation rates up to 50 Mbps with minimal computational overhead, maintaining reliability even under adverse environmental conditions. This hybrid approach significantly improves data resilience against both quantum and classical cyber-attacks, offering a comprehensive and robust solution for secure agrotechnical data transmission.
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页数:32
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