Internet of thing (IoT) cyber security with machine learning
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Tarih
2022
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Since the invention of the Internet of Things, the number of connected devices has grown
exponentially (IoT). For network operators, IoT service providers, and end-users, this expansion
has created more security issues. Security standards for IoT devices are difficult to implement
because they are so diverse and constrained. Massive Distributed Denial of Service attacks has
been carried out using Internet of Things devices. A security awareness campaign in the core
network is the only practical way to protect services from unsecured IoT devices that access
mobile core networks. In the Internet of Things (IoT), there are a group of connected devices or
machines that can transfer data across a network without the intervention of a human. Multihop wireless connections between sensors embedded in computer objects and a local network
or the internet are used in the technology. IoT devices have become increasingly popular as a
result of the rapid advancements in technology around the world. To be sure, IoT producers
have influenced its price and availability, but the system itself provides only rudimentary
safeguards and is largely untested due to the wide variety of applications it can be used for. Botnet detection has thus increased in importance as a component of network security. To detect
botnet attacks, we employ a variety of AI calculations in this paper, and then use the most
accurate and precise calculation to look at the subsidiaries.
Açıklama
Anahtar Kelimeler
IoT Security, Botnet, DDoS, Internet of Things, Machine Learning Classifier
Kaynak
WoS Q Değeri
Scopus Q Değeri
Cilt
Sayı
Künye
Khaleel, Arshad Mohammed Khaleel. (2022). Internet of thing (IOT) cyber security with machine learning. (Yayınlanmamış yüksek lisans tezi). Altınbaş Üniversitesi, Lisansüstü Eğitim Enstitüsü, İstanbul.
