期刊
APPLIED SCIENCES-BASEL
卷 12, 期 16, 页码 -出版社
MDPI
DOI: 10.3390/app12168294
关键词
Distributed Denial of Services (DDoS) attacks; Internet of Things (IoT); matrix profile; smart cities; anomaly detection
The Internet of Things (IoT) is rapidly developing, but lacks concrete security defense systems, which may be exploited by hackers for attacks. This paper investigates the possibility of using a matrix profile to detect IoT-based DDoS attacks and achieves effective results.
The Internet of Things (IoT) is a swiftly developing technology in all sectors, with the number of devices that connect to the Internet has increased remarkably in recent years. However, most of these devices use cheap hardware and lack a concrete security defence system. This may encourage hackers to recruit these devices and use them to launch Distributed Denial of Service (DDoS) attacks, which is one of the main causes of concern among security engineers. This paper investigates the possibility of using a matrix profile to detect DDoS attacks in an IoT-based environment. According to our empirical experiments, the preliminary findings illustrate that the matrix profile algorithm can efficiently detect IoT-based DDoS attacks.
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