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Towards Trust-Aware Collaborative Intrusion Detection: Challenges and Solutions

Vasilomanolakis, Emmanouil ; Habib, Sheikh Mahbub ; Milaszewicz, Pavlos ; Malik, Rabee Sohail ; Mühlhäuser, Max
eds.: Steghöfer, Jan-Philipp ; Esfandiari, Babak (2017)
Towards Trust-Aware Collaborative Intrusion Detection: Challenges and Solutions.
11th International Conference on Trust Management (IFIPTM 2017). Gothenburg, Sweden (12.-16.06.)
doi: 10.1007/978-3-319-59171-1_8
Conference or Workshop Item, Bibliographie

Abstract

Collaborative Intrusion Detection Systems (CIDSs) are an<br />emerging field in cyber-security. In such an approach, multiple sensors<br />collaborate by exchanging alert data with the goal of generating a complete<br />picture of the monitored network. This can provide significant improvements<br />in intrusion detection and especially in the identification of<br />sophisticated attacks. However, the challenge of deciding to which extend<br />a sensor can trust others, has not yet been holistically addressed<br />in related work. In this paper, we firstly propose a set of requirements<br />for reliable trust management in CIDSs. Afterwards, we carefully investigate<br />the most dominant CIDS trust schemes. The main contribution of<br />the paper is mapping the results of the analysis to the aforementioned<br />requirements, along with a comparison of the state of the art. Furthermore,<br />this paper identifies and discusses the research gaps and challenges<br />with regard to trust and CIDSs.

Item Type: Conference or Workshop Item
Erschienen: 2017
Editors: Steghöfer, Jan-Philipp ; Esfandiari, Babak
Creators: Vasilomanolakis, Emmanouil ; Habib, Sheikh Mahbub ; Milaszewicz, Pavlos ; Malik, Rabee Sohail ; Mühlhäuser, Max
Type of entry: Bibliographie
Title: Towards Trust-Aware Collaborative Intrusion Detection: Challenges and Solutions
Language: English
Date: 20 May 2017
Publisher: Springer
Book Title: Trust Management XI
Event Title: 11th International Conference on Trust Management (IFIPTM 2017)
Event Location: Gothenburg, Sweden
Event Dates: 12.-16.06.
DOI: 10.1007/978-3-319-59171-1_8
Corresponding Links:
Abstract:

Collaborative Intrusion Detection Systems (CIDSs) are an<br />emerging field in cyber-security. In such an approach, multiple sensors<br />collaborate by exchanging alert data with the goal of generating a complete<br />picture of the monitored network. This can provide significant improvements<br />in intrusion detection and especially in the identification of<br />sophisticated attacks. However, the challenge of deciding to which extend<br />a sensor can trust others, has not yet been holistically addressed<br />in related work. In this paper, we firstly propose a set of requirements<br />for reliable trust management in CIDSs. Afterwards, we carefully investigate<br />the most dominant CIDS trust schemes. The main contribution of<br />the paper is mapping the results of the analysis to the aforementioned<br />requirements, along with a comparison of the state of the art. Furthermore,<br />this paper identifies and discusses the research gaps and challenges<br />with regard to trust and CIDSs.

Uncontrolled Keywords: SPIN: Smart Protection in Infrastructures and Networks
Identification Number: TUD-CS-2017-0058
Additional Information:

IFIP Advances in Information and Communication Technology, vol 505

Divisions: 20 Department of Computer Science
20 Department of Computer Science > Telecooperation
Profile Areas
Profile Areas > Cybersecurity (CYSEC)
Date Deposited: 07 Jun 2018 14:48
Last Modified: 18 Dec 2020 12:06
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