Academic Journal
Clustering and reliability-driven mitigation of routing attacks in massive IoT systems
| العنوان: | Clustering and reliability-driven mitigation of routing attacks in massive IoT systems |
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| المؤلفون: | Aldri L. Santos, Christian A. V. Cervantes, Michele Nogueira, Burak Kantarci |
| المصدر: | Journal of Internet Services and Applications, Vol 10, Iss 1, Pp 1-17 (2019) |
| بيانات النشر: | Brazilian Computing Society (SBC), 2019. |
| سنة النشر: | 2019 |
| المجموعة: | LCC:Telecommunication LCC:Computer engineering. Computer hardware |
| مصطلحات موضوعية: | Routing attacks, IDS, Massive IoT, Telecommunication, TK5101-6720, Computer engineering. Computer hardware, TK7885-7895 |
| الوصف: | Abstract As an integral component of the 5G communications, the massive Internet of Things (IoT) are vulnerable to various routing attacks due to their dynamic infrastructure, distinct computing resources, and heterogeneity of mobile objects. The sinkhole and selective forwarding attacks stand out among the most destructive ones for infrastructureless networks. Despite the countermeasures introduced by legacy intrusion detection systems (IDS), the massive IoT seeks novel solutions to address their unique requirements. This paper introduces De T ection of Sink H ole A nd Selec T ive Forw A rding for Supporting Se C ure routing for Internet of T HI ngs (THATACHI), a new IDS against sinkhole and selective forwarding attacks that target routing mechanism in massive and mobile IoT networks. To cope with the density and mobility challenges in the detection of attackers and ensuring reliability, THATACHI exploits watchdog, reputation and trust strategies. Our performance evaluation under an urban scenario shows that THATACHI can perform with a 99% detection rate, 6% of false negative and false positive rates. Moreover, when compared to its closest predecessor against sinkhole attacks for IoT, THATACHI runs with at least 50% less energy consumption. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 1867-4828 1869-0238 |
| Relation: | http://link.springer.com/article/10.1186/s13174-019-0117-8; https://doaj.org/toc/1867-4828; https://doaj.org/toc/1869-0238 |
| DOI: | 10.1186/s13174-019-0117-8 |
| URL الوصول: | https://doaj.org/article/f57ab2ae20b14847ab628e465e061d26 |
| رقم الانضمام: | edsdoj.f57ab2ae20b14847ab628e465e061d26 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 18674828 18690238 |
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| DOI: | 10.1186/s13174-019-0117-8 |