区块链技术在物联网僵尸网络检测中的应用研究

邢 颖(中原工学院网络空间安全学院,中国)
杨 亚鑫(中原工学院软件学院,中国)
李 浴淑(中原工学院网络空间安全学院,中国)

DOI: http://dx.doi.org/10.12349/iser.v6i4.5300

Article ID: 5300

摘要


随着物联网设备数量呈指数级增长,传统集中式僵尸网络检测方法在带宽消耗、单点故障和数据隐私保护等方面的严峻挑战。本文系统分析了区块链技术在僵尸网络检测与防护中的创新应用,通过智能合约构建去中心化C&C信道检测模型,利用数字签名和拜占庭容错算法设计分布式协同检测,采用轻量级区块链架构优化物联网环境下的存储与计算开销。区块链技术可有效解决检测节点信任问题,保障数据完整性与隐私安全,其不可篡改特性为攻击溯源提供可靠支撑。

关键词


区块链技术;僵尸网络检测;分布式检测

全文:

PDF

参考


Woosub Jung Hongyang ZhaoMinglong Sun Gang Zhou.IoT botnet detection via power consumption modeling. Smart Health. Smart Health 15 (2020) 100103 https://doi.org/10.1016/j.smhl.2019.100103.

McDermott C D, Majdani F, Petrovski A V. Botnet detection in the internet of things using deep learning approaches[C]//2018 international joint conference on neural networks (IJCNN). IEEE,2018: 1-8.

Gokhan Sagirlar, Barbara Carminati, Elena Ferrari. AutoBotCatcher: Blockchain-based P2P Botnet Detection for the Internet of Things[J], arXiv: Cryptography and Security, 2018: 1-8.

Wu B,Li Q,Xu K,et al. Smartretro: Blockchain-based incentives for distributed iot retrospective detection[C]//2018 IEEE 15th International Conference on Mobile Ad Hoc and Sensor Systems (MASS). IEEE,2018: 308-316.

Javid M, Khan S, Ahmad F. Blockchain-Based IoT Resource Optimization via Smart Contract Gas Limits[C]//Proceedings of the 12th IEEE International Conference on Blockchain and Cryptocurrency. New York: IEEE Press, 2023: 245-257.

Zhang L, Li M, Wang F. Consortium Blockchain-Based Smart Home System with DTSG-PBFT Consensus[R]. Beijing: Tsinghua University Press, 2023: 1-25.

Fan J, Li R, Zhang Y. Lightweight Blockchain Architecture for Vehicular Cloud Task Scheduling[R]. Beijing: Tsinghua University Press, 2020: 1-25.

Ahmed, Z.; Danish, S.M.; Qureshi, H.K.; Lestas, M. Protecting IoTs from Mirai botnet attacks using blockchains. In Proceedings of the IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD,2019, Limassol, Cyprus, 11–13 September 2019; pp. 1–6


Refbacks

  • 当前没有refback。


版权所有(c)2025 邢 颖, 杨 亚鑫, 李 浴淑

Creative Commons License
此作品已接受知识共享署名-非商业性使用 4.0国际许可协议的许可。