Browsing Computer Science & Engineering by Author "Shafiq, Muhammad"
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IoT malicious traffic identification using wrapper-based feature selection mechanisms
Shafiq, Muhammad; Tian, Zhihong; Bashir, Ali Kashif; Du, Xiaojiang; Guizani, Mohsen ( Elsevier Ltd , 2020 , Article)Machine Learning (ML) plays very significant role in the Internet of Things (IoT) cybersecurity for malicious and intrusion traffic identification. In other words, ML algorithms are widely applied for IoT traffic identification ... -
Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city
Shafiq, Muhammad; Tian, Zhihong; Sun, Yanbin; Du, Xiaojiang; Guizani, Mohsen ( Elsevier B.V. , 2020 , Article)Identifying cyber attacks traffic is very important for the Internet of things (IoT) security in smart city. Recently, the research community in the field of IoT Security endeavor hard to build anomaly, intrusion and cyber ...