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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
Hrsg.: 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 (12.06.2017-16.06.2017)
doi: 10.1007/978-3-319-59171-1_8
Konferenzveröffentlichung, Bibliographie

Kurzbeschreibung (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.

Typ des Eintrags: Konferenzveröffentlichung
Erschienen: 2017
Herausgeber: Steghöfer, Jan-Philipp ; Esfandiari, Babak
Autor(en): Vasilomanolakis, Emmanouil ; Habib, Sheikh Mahbub ; Milaszewicz, Pavlos ; Malik, Rabee Sohail ; Mühlhäuser, Max
Art des Eintrags: Bibliographie
Titel: Towards Trust-Aware Collaborative Intrusion Detection: Challenges and Solutions
Sprache: Englisch
Publikationsjahr: 20 Mai 2017
Verlag: Springer
Buchtitel: Trust Management XI
Veranstaltungstitel: 11th International Conference on Trust Management (IFIPTM 2017)
Veranstaltungsort: Gothenburg, Sweden
Veranstaltungsdatum: 12.06.2017-16.06.2017
DOI: 10.1007/978-3-319-59171-1_8
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Kurzbeschreibung (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.

Freie Schlagworte: SPIN: Smart Protection in Infrastructures and Networks
ID-Nummer: TUD-CS-2017-0058
Zusätzliche Informationen:

IFIP Advances in Information and Communication Technology, vol 505

Fachbereich(e)/-gebiet(e): 20 Fachbereich Informatik
20 Fachbereich Informatik > Telekooperation
Profilbereiche
Profilbereiche > Cybersicherheit (CYSEC)
Hinterlegungsdatum: 07 Jun 2018 14:48
Letzte Änderung: 18 Dez 2020 12:06
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