Towards Blockchain-Based Collaborative Intrusion Detection Systems

被引:50
作者
Alexopoulos, Nikolaos [1 ]
Vasilomanolakis, Emmanouil [1 ]
Ivanko, Natalia Reka [1 ]
Muehlhaeuser, Max [1 ]
机构
[1] Tech Univ Darmstadt, Telecooperat Grp, Darmstadt, Germany
来源
CRITICAL INFORMATION INFRASTRUCTURES SECURITY (CRITIS 2017) | 2018年 / 10707卷
基金
欧盟地平线“2020”;
关键词
TRUST-AWARE; CHALLENGES;
D O I
10.1007/978-3-319-99843-5_10
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In an attempt to cope with the increased number of cyber-attacks, research in Intrusion Detection System IDSs is moving towards more collaborative mechanisms. Collaborative IDSs (CIDSs) are such an approach; they combine the knowledge of a plethora of monitors to generate a holistic picture of the monitored network. Despite the research done in this field, CIDSs still face a number of fundamental challenges, especially regarding maintaining trust among the collaborating parties. Recent advances in distributed ledger technologies, e.g. various implementations of blockchain protocols, are a good fit to the problem of enhancing trust in collaborative environments. This paper touches the intersection of CIDSs and blockchains. Particularly, it introduces the idea of utilizing blockchain technologies as a mechanism for improving CIDSs. We argue that certain properties of blockchains can be of significant benefit for CIDSs; namely for the improvement of trust between monitors, and for providing accountability and consensus. For this, we study the related work and highlight the research gaps and challenges towards such a task. Finally, we propose a generic architecture for the incorporation of blockchains into the field of CIDSs and an analysis of the design decisions that need to be made to implement such an architecture.
引用
收藏
页码:107 / 118
页数:12
相关论文
共 38 条
[1]  
[Anonymous], 2016, NEW SCI
[2]  
[Anonymous], 2017, BITCOINWIKI RETURN
[3]  
[Anonymous], 2017, POTENTIAL BLOCKCHAIN
[4]  
[Anonymous], 2016, DCCL
[5]  
Antonopoulos A. M., 2014, Mastering Bitcoin: Unlocking Digital Cryptocurrencies
[6]   MedRec: Using Blockchain for Medical Data Access and Permission Management [J].
Azaria, Asaph ;
Ekblaw, Ariel ;
Vieira, Thiago ;
Lippman, Andrew .
PROCEEDINGS 2016 2ND INTERNATIONAL CONFERENCE ON OPEN AND BIG DATA - OBD 2016, 2016, :25-30
[7]  
Baliga A, 2017, PERSISTENT
[8]   Evaluating Reputation of Internet Entities [J].
Bartos, Vaclav ;
Korenek, Jan .
MANAGEMENT AND SECURITY IN THE AGE OF HYPERCONNECTIVITY, AIMS 2016, 2016, 9701 :132-136
[9]   SPACE/TIME TRADE/OFFS IN HASH CODING WITH ALLOWABLE ERRORS [J].
BLOOM, BH .
COMMUNICATIONS OF THE ACM, 1970, 13 (07) :422-&
[10]   SoK: Research Perspectives and Challenges for Bitcoin and Cryptocurrencies [J].
Bonneau, Joseph ;
Miller, Andrew ;
Clark, Jeremy ;
Narayanan, Arvind ;
Kroll, Joshua A. ;
Felten, Edward W. .
2015 IEEE SYMPOSIUM ON SECURITY AND PRIVACY SP 2015, 2015, :104-121