Title
Towards Trust-Aware Collaborative Intrusion Detection: Challenges and Solutions.
Abstract
Collaborative Intrusion Detection Systems (CIDSs) are an emerging field in cyber-security. In such an approach, multiple sensors collaborate by exchanging alert data with the goal of generating a complete picture of the monitored network. This can provide significant improvements in intrusion detection and especially in the identification of sophisticated attacks. However, the challenge of deciding to which extend a sensor can trust others, has not yet been holistically addressed in related work. In this paper, we firstly propose a set of requirements for reliable trust management in CIDSs. Afterwards, we carefully investigate the most dominant CIDS trust schemes. The main contribution of the paper is mapping the results of the analysis to the aforementioned requirements, along with a comparison of the state of the art. Furthermore, this paper identifies and discusses the research gaps and challenges with regard to trust and CIDSs.
Year
DOI
Venue
2017
10.1007/978-3-319-59171-1_8
IFIP Advances in Information and Communication Technology
Field
DocType
Volume
Computer security,Computer science,Computational trust,Intrusion detection system,Multiple sensors
Conference
505
ISSN
Citations 
PageRank 
1868-4238
0
0.34
References 
Authors
10
5
Name
Order
Citations
PageRank
Emmanouil Vasilomanolakis110915.20
Sheikh Mahbub Habib220413.65
Pavlos Milaszewicz300.34
Rabee Sohail Malik400.34
Max Mühlhäuser51652252.87