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Smart Home IoT Traffic Characteristics as a Basis for DDoS Traffic Detection


Cvitić, Ivan; Peraković, Dragan; Periša, Marko; Botica, Mate
Smart Home IoT Traffic Characteristics as a Basis for DDoS Traffic Detection // Proceedings of 3rd EAI International Conference on Management of Manufacturing Systems / Knapčíková, Lucia ; Peraković, Dragan ; Balog, Michal ; Periša, Marko (ur.).
Dubrovnik, Hrvatska: EAI, 2018. str. 1-10 doi:10.4108/eai.6-11-2018.2279336 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Smart Home IoT Traffic Characteristics as a Basis for DDoS Traffic Detection

Autori
Cvitić, Ivan ; Peraković, Dragan ; Periša, Marko ; Botica, Mate

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of 3rd EAI International Conference on Management of Manufacturing Systems / Knapčíková, Lucia ; Peraković, Dragan ; Balog, Michal ; Periša, Marko - Dubrovnik, Hrvatska : EAI, 2018, 1-10

ISBN
978-1-63190-167-6

Skup
3rd EAI International Conference on Management of Manufacturing Systems

Mjesto i datum
Dubrovnik, Hrvatska, 6.-8.11.2018

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
MTC ; HTC ; Payload Exchange traffic ; Event Driven traffic ; Periodic Update traffic ; SHIoT

Sažetak
Distributed denial of Service (DDoS) attack is a continuous threat to the availability of information and communication resources. The development and growth of acceptance and the continuous increase in the number of devices within the IoT concept provides the platform for the implementation of DDoS attacks of significantly greater traffic intensity than is currently possible. Numerous botnet networks, where the most prominent representative is Mirai botnet, use the inadequate protection of IoT devices in the smart home environment for generating illegitimate DDoS traffic. To further development of the timely DDoS traffic detection generated in the aforementioned environment, this research seeks to establish the diversity of traffic generated by IoT devices in a smart home environment with respect to the traffic generated through human type communication. Research results will represent base for the future development of new models aimed at detecting this specific DDoS traffic type.

Izvorni jezik
Engleski

Znanstvena područja
Tehnologija prometa i transport



POVEZANOST RADA


Ustanove
Fakultet prometnih znanosti, Zagreb

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