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

被引:26
作者
Babu, Erukala Suresh [1 ]
SrinivasaRao, B. K. M.
Nayak, Soumya Ranjan [2 ]
Verma, Amit [3 ,4 ]
Alqahtani, Fayez [5 ]
Tolba, Amr [6 ]
Mukherjee, Amrit [7 ]
机构
[1] Natl Inst Technol, Dept CSE, Warangal, Telangana, India
[2] Amity Univ, Amity Sch Engn & Technol, Noida, Uttar Pradesh, India
[3] Chandigardh Univ, Dept Comp Sci & Engn, Mohali 140413, Punjab, India
[4] Chandigardh Univ, Univ Ctr Res & Dev, Mohali 140413, Punjab, India
[5] King Saud Univ, Coll Comp & Informat Sci, Software Engn Dept, Riyadh 12372, Saudi Arabia
[6] King Saud Univ, Community Coll, Comp Sci Dept, Riyadh 11437, Saudi Arabia
[7] Univ South Bohemia, Fac Sci, Comp Sci, Ceske Budejovice, Czech Republic
关键词
Blockchain; IoT; DDoS attack; Intrusion detection system; SMART CITIES; CHALLENGES; INTERNET;
D O I
10.1016/j.compeleceng.2022.108287
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页数:24
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