Clustering and reliability-driven mitigation of routing attacks in massive IoT systems
Autor: | Aldri Santos, Burak Kantarci, Michele Nogueira, Christian Cervantes |
---|---|
Jazyk: | angličtina |
Rok vydání: | 2019 |
Předmět: |
lcsh:Computer engineering. Computer hardware
Exploit Computer Networks and Communications Computer science Routing attacks Reliability (computer networking) 020206 networking & telecommunications lcsh:TK7885-7895 02 engineering and technology Intrusion detection system Energy consumption IDS Massive IoT Computer security computer.software_genre Computer Science Applications lcsh:Telecommunication lcsh:TK5101-6720 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Dynamic infrastructure Routing (electronic design automation) Cluster analysis computer 5G |
Zdroj: | Journal of Internet Services and Applications, Vol 10, Iss 1, Pp 1-17 (2019) |
ISSN: | 1869-0238 1867-4828 |
Popis: | 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. |
Databáze: | OpenAIRE |
Externí odkaz: |