The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
분산 환경에서 중요한 서비스와 자산을 보호하기 위해 일반적으로 협업 침입 탐지 시스템(CIDS)을 채택하여 다양한 노드 간에 필요한 데이터와 정보를 공유하고 탐지 기능을 향상시킵니다. 네트워크 관리를 단순화하기 위해 SDN(소프트웨어 정의 네트워킹)은 컨트롤러 플레인을 데이터 플레인에서 분리하는 새로운 플랫폼입니다. 직관적으로 SDN은 CIDS의 관리 복잡성을 줄이는 데 도움이 될 수 있으며 CIDS는 SDN의 보안을 보호할 수 있습니다. 실제 구현에서 신뢰 관리는 CIDS의 내부 공격(또는 악의적인 노드)을 식별하는 데 도움이 되는 중요한 접근 방식이지만, 문제는 노드의 평판을 평가할 때 데이터 무결성을 보장하는 방법입니다. 이 작업에서는 최근 블록체인 기술의 발전에 힘입어 SDN의 블록체인 기반 협업 침입 탐지 프레임워크인 BlockCSDN을 설계하고 챌린지 기반 CIDS를 연구합니다. 외부 및 내부 공격에 대한 실험 결과는 블록체인 기술을 사용하면 CIDS 및 SDN의 견고성과 보안에 이점을 줄 수 있음을 나타냅니다.
Wenjuan LI
Guangzhou University,The Hong Kong Polytechnic University
Yu WANG
Guangzhou University
Weizhi MENG
Guangzhou University,Technical University of Denmark
Jin LI
Guangzhou University
Chunhua SU
University of Aizu
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Wenjuan LI, Yu WANG, Weizhi MENG, Jin LI, Chunhua SU, "BlockCSDN: Towards Blockchain-Based Collaborative Intrusion Detection in Software Defined Networking" in IEICE TRANSACTIONS on Information,
vol. E105-D, no. 2, pp. 272-279, February 2022, doi: 10.1587/transinf.2021BCP0013.
Abstract: 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.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2021BCP0013/_p
부
@ARTICLE{e105-d_2_272,
author={Wenjuan LI, Yu WANG, Weizhi MENG, Jin LI, Chunhua SU, },
journal={IEICE TRANSACTIONS on Information},
title={BlockCSDN: Towards Blockchain-Based Collaborative Intrusion Detection in Software Defined Networking},
year={2022},
volume={E105-D},
number={2},
pages={272-279},
abstract={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.},
keywords={},
doi={10.1587/transinf.2021BCP0013},
ISSN={1745-1361},
month={February},}
부
TY - JOUR
TI - BlockCSDN: Towards Blockchain-Based Collaborative Intrusion Detection in Software Defined Networking
T2 - IEICE TRANSACTIONS on Information
SP - 272
EP - 279
AU - Wenjuan LI
AU - Yu WANG
AU - Weizhi MENG
AU - Jin LI
AU - Chunhua SU
PY - 2022
DO - 10.1587/transinf.2021BCP0013
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E105-D
IS - 2
JA - IEICE TRANSACTIONS on Information
Y1 - February 2022
AB - 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.
ER -