SUKRY: Suricata IDS with Enhanced kNN Algorithm on Raspberry Pi for Classifying IoT Botnet Attacks

The focus of this research is the application of the k-Nearest Neighbor algorithm in terms of classifying botnet attacks in the IoT environment. The kNN algorithm has several advantages in classification tasks, such as simplicity, effectiveness, and robustness. However, it does not perform well in h...

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Veröffentlicht in:	Electronics (Basel) 2022-03, Vol.11 (5), p.737
Hauptverfasser:	Syamsuddin, Irfan, Barukab, Omar Mohammed
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Big Data Data analysis Datasets Denial of service attacks Feature selection Internet of Things Intrusion detection systems K-nearest neighbors algorithm Machine learning Malware Smart cities Software Support vector machines
Online-Zugang:	Volltext
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