BlockCSDN: Towards Blockchain-Based Collaborative Intrusion Detection in Software Defined Networking

被引:14
|
作者
Li, Wenjuan [1 ,2 ]
Wang, Yu [1 ]
Meng, Weizhi [1 ,3 ]
Li, Jin [1 ]
Su, Chunhua [4 ]
机构
[1] Guangzhou Univ, Inst Artificial Intelligence & Blockchain, Guangzhou, Peoples R China
[2] Hong Kong Polytech Univ, Dept Elect & Informat Engn, Hong Kong, Peoples R China
[3] Tech Univ Denmark, Dept Appl Math & Comp Sci, Lyngby, Denmark
[4] Univ Aizu, Aizu Wakamatsu, Fukushima 9658580, Japan
基金
中国国家自然科学基金;
关键词
collaborative intrusion detection; blockchain technology; software defined networking; insider attack; challenge-based trust management;
D O I
10.1587/transinf.2021BCP0013
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To safeguard critical services and assets in a distributed environment, collaborative intrusion detection systems (CIDSs) are usually adopted to share necessary data and information among various nodes, and enhance the detection capability. For simplifying the network management, software defined networking (SDN) is an emerging platform that decouples the controller plane from the data plane. Intuitively, SDN can help lighten the management complexity in CIDSs, and a CIDS can protect the security of SDN. In practical implementation, trust management is an important approach to help identify insider attacks (or malicious nodes) in CIDSs, but the challenge is how to ensure the data integrity when evaluating the reputation of a node. Motivated by the recent development of blockchain technology, in this work, we design BlockCSDN - a framework of blockchain-based collaborative intrusion detection in SDN, and take the challenge-based CIDS as a study. The experimental results under both external and internal attacks indicate that using blockchain technology can benefit the robustness and security of CIDSs and SDN.
引用
收藏
页码:272 / 279
页数:8
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