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A Central Intrusion Detection System for RPL-Based Industrial Internet of Things
Hacettepe University, Ankara, Turkey.
Hacettepe University, Ankara, Turkey.
Hacettepe University, Ankara, Turkey.
Mittuniversitetet, Fakulteten för naturvetenskap, teknik och medier, Institutionen för informationssystem och –teknologi. (Communication Systems and Networks (CSN))ORCID-id: 0000-0002-1723-5741
Vise andre og tillknytning
2019 (engelsk)Inngår i: 2019 15th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, 2019, artikkel-id 8758024Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Although Internet-of-Things (IoT) is revolutionizing the IT sector, it is not mature yet as several technologies are  still being offered to be candidates for supporting the backbone of this system. IPv6 Routing Protocol for Low-Power and Lossy Networks (RPL) is one of those promising candidate technologies to be adopted by IoT and Industrial IoT (IIoT). Attacks against RPL have shown to be possible, as the attackers utilize the unauthorized parent selection system of the RLP protocol. In this work, we are proposing a methodology and architecture to detect intrusions against IIoT. Especially, we are targeting to detect attacks against RPL by using genetic programming. Our results indicate that the developed framework can successfully (with high accuracy, along with high true positive and low false positive rates) detect routing attacks in RPL-based Industrial IoT networks.

sted, utgiver, år, opplag, sider
IEEE, 2019. artikkel-id 8758024
Emneord [en]
Industrial IoT (IIoT), Security, Intusion Detection, RPL Networks
HSV kategori
Identifikatorer
URN: urn:nbn:se:miun:diva-36736DOI: 10.1109/WFCS.2019.8758024ISI: 000490866300023Scopus ID: 2-s2.0-85070092698ISBN: 978-1-7281-1268-8 (digital)OAI: oai:DiVA.org:miun-36736DiVA, id: diva2:1337534
Konferanse
15th IEEE International Workshop on Factory Communication Systems (WFCS'19), Sundsvall, Sweden, May 27-29, 2019.
Prosjekter
SMART (Smarta system och tjänster för ett effektivt och innovativt samhälle)TIMELINESS
Forskningsfinansiär
European Regional Development Fund (ERDF)Knowledge FoundationTilgjengelig fra: 2019-07-15 Laget: 2019-07-15 Sist oppdatert: 2019-11-13bibliografisk kontrollert

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Butun, IsmailForsström, StefanGidlund, Mikael

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