Blockchain-based automated and robust cyber security management

被引:11
|
作者
He, Songlin [1 ]
Ficke, Eric [2 ]
Pritom, Mir Mehedi Ahsan [2 ]
Chen, Huashan [2 ]
Tang, Qiang [3 ]
Chen, Qian [4 ]
Pendleton, Marcus [5 ]
Njilla, Laurent [6 ]
Xu, Shouhuai [7 ]
机构
[1] New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
[2] Univ Texas San Antonio, Dept Comp Sci, San Antonio, TX USA
[3] Univ Sydney, Sch Comp Sci, Sydney, NSW, Australia
[4] Univ Texas San Antonio, Dept Elect & Comp Engn, San Antonio, TX USA
[5] US Air Force Res Lab, Wright Patterson AFB, OH USA
[6] US Air Force 90 COS CYD, Jbsa Lackland, TX USA
[7] Univ Colorado, Dept Comp Sci, Colorado Springs, CO 80907 USA
基金
美国国家科学基金会;
关键词
Cyber security management; Blockchain; Hyperledger fabric; IPFS; SYSTEMS;
D O I
10.1016/j.jpdc.2022.01.002
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
& nbsp;We initiate the study on the problem of automated and robust Cyber Security Management (CSM). We exemplify the problem by investigating how CSM should respond to the discovery of cyber intelligence that identifies new attackers, victims, or defense capabilities. Given the complexity of CSM, we divide it into three classes, referred to as Network-centric (N-CSM), Tools-centric (T-CSM) and Application-centric (A-CSM). These lead to a range of functions for examining whether, and to what extent, a network has been compromised. Moreover, we propose to incorporate blockchain (via Hyperledger Fabric) to build a decentralized CSM system, dubbed B2CSM, that ensures the retrieval of valid invocation results for CSM purposes. We also integrate B2CSM with a decentralized storage network (DSN), instantiated by InterPlanetary File System (IPFS), to reduce on-chain storage costs without hindering its robustness. We present the design and implementation of the prototype B2CSM system. Experiments with real-world datasets show that the CSM solutions and system are effective and efficient.(C) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页码:62 / 82
页数:21
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