Blockchain-based Intrusion Detection System of IoT urban data with device authentication against DDoS attacks

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12310%2F22%3A43905001" target="_blank" >RIV/60076658:12310/22:43905001 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.sciencedirect.com/science/article/pii/S0045790622005158?via%3Dihub" target="_blank" >https://www.sciencedirect.com/science/article/pii/S0045790622005158?via%3Dihub</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.compeleceng.2022.108287" target="_blank" >10.1016/j.compeleceng.2022.108287</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Blockchain-based Intrusion Detection System of IoT urban data with device authentication against DDoS attacks

Popis výsledku v původním jazyce

The Internet of Things (IoT) is a technology enabler for enhancing the urban physical infra-structure and providing public services. However, public access to collected heterogeneous IoT urban data is more vulnerable to hackers invading intellectual property as all devices are con-nected to the internet. IoT security plays a vital role in the smart city. This IoT security is a real challenge as multiple goals and major inconveniences slow the rapid adaption of these smart devices. This paper presents a permissioned-based blockchain system that uses the arbiter PUF model to secure the key pairs of IoT devices using lightweight technology. A collaborative detection system is initially used to detect the DDoS on IoT devices using the machine learning -based ensemble technique, which provides a lower false-positive rate and better detection rate than the other classification technique. Next, we incorporated the blockchain system that securely shares the alarm alerts to all the nodes of the IoT network with adequately secured authentication.

Název v anglickém jazyce

Blockchain-based Intrusion Detection System of IoT urban data with device authentication against DDoS attacks

Popis výsledku anglicky

The Internet of Things (IoT) is a technology enabler for enhancing the urban physical infra-structure and providing public services. However, public access to collected heterogeneous IoT urban data is more vulnerable to hackers invading intellectual property as all devices are con-nected to the internet. IoT security plays a vital role in the smart city. This IoT security is a real challenge as multiple goals and major inconveniences slow the rapid adaption of these smart devices. This paper presents a permissioned-based blockchain system that uses the arbiter PUF model to secure the key pairs of IoT devices using lightweight technology. A collaborative detection system is initially used to detect the DDoS on IoT devices using the machine learning -based ensemble technique, which provides a lower false-positive rate and better detection rate than the other classification technique. Next, we incorporated the blockchain system that securely shares the alarm alerts to all the nodes of the IoT network with adequately secured authentication.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Computers and Electrical Engineering

ISSN

0045-7906

e-ISSN

1879-0755

Svazek periodika

103

Číslo periodika v rámci svazku

OCT 2022

Stát vydavatele periodika

GB - Spojené království Velké Británie a Severního Irska

Počet stran výsledku

24

Strana od-do

nestrankovano

Kód UT WoS článku

000889698500006

EID výsledku v databázi Scopus

2-s2.0-85139179651