Alexopoulos, Nikolaos ; Vasilomanolakis, Emmanouil ; Ivanko, Natalia Reka ; Mühlhäuser, Max (2017)
Towards Blockchain-Based Collaborative Intrusion Detection Systems.
12th International Conference on Critical Information Infrastructures Security (CRITIS 2017). Lucca, Italy (08.10.2017-13.10.2017)
doi: 10.1007/978-3-319-99843-5_10
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
In an attempt to cope with the increased number of cyberattacks, research in Intrusion Detection Systems (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 architectu#re.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2017 |
| Autor(en): | Alexopoulos, Nikolaos ; Vasilomanolakis, Emmanouil ; Ivanko, Natalia Reka ; Mühlhäuser, Max |
| Art des Eintrags: | Bibliographie |
| Titel: | Towards Blockchain-Based Collaborative Intrusion Detection Systems |
| Sprache: | Englisch |
| Publikationsjahr: | Oktober 2017 |
| Verlag: | Springer |
| Veranstaltungstitel: | 12th International Conference on Critical Information Infrastructures Security (CRITIS 2017) |
| Veranstaltungsort: | Lucca, Italy |
| Veranstaltungsdatum: | 08.10.2017-13.10.2017 |
| DOI: | 10.1007/978-3-319-99843-5_10 |
| Zugehörige Links: | |
| Kurzbeschreibung (Abstract): | In an attempt to cope with the increased number of cyberattacks, research in Intrusion Detection Systems (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 architectu#re. |
| Freie Schlagworte: | Solutions; S1;SPIN: Smart Protection in Infrastructures and Networks |
| ID-Nummer: | TUD-CS-2017-0189 |
| Zusätzliche Informationen: | Lecture Notes in Computer Science, Vol. 10707 |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Telekooperation DFG-Sonderforschungsbereiche (inkl. Transregio) DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche Profilbereiche Profilbereiche > Cybersicherheit (CYSEC) LOEWE LOEWE > LOEWE-Zentren LOEWE > LOEWE-Zentren > CRISP - Center for Research in Security and Privacy DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche > SFB 1119: CROSSING – Kryptographiebasierte Sicherheitslösungen als Grundlage für Vertrauen in heutigen und zukünftigen IT-Systemen |
| Hinterlegungsdatum: | 19 Jul 2017 10:40 |
| Letzte Änderung: | 08 Sep 2020 14:26 |
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