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.-16.06.)
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.-16.06. |
| DOI: | 10.1007/978-3-319-59171-1_8 |
| Zugehörige Links: | |
| 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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