Browsing by Author "Bashir, Ali Kashif"
Now showing items 1-4 of 4
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CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques
Shafiq, Muhammad; Tian, Zhihong; Bashir, Ali Kashif; Du, Xiaojiang; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Identification of anomaly and malicious traffic in the Internet-of-Things (IoT) network is essential for the IoT security to keep eyes and block unwanted traffic flows in the IoT network. For this purpose, numerous ... -
Implicit Feedback-based Group Recommender System for Internet of Things Applications
Guo, Zhiwei; Yu, Keping; Guo, Tan; Bashir, Ali Kashif; Imran, Muhammad; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)With the prevalence of Internet of Things (IoT)-based social media applications, the distance among people has been greatly shortened. As a result, recommender systems in IoT-based social media need to be developed oriented ... -
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 ... -
Machine-Learning-Based Efficient and Secure RSU Placement Mechanism for Software-Defined-IoV
Anbalagan, Sudha; Bashir, Ali Kashif; Raja, Gunasekaran; Dhanasekaran, Priyanka; Vijayaraghavan, Geetha; Tariq, Usman; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The massive increase in computing and network capabilities has resulted in a paradigm shift from vehicular networks to the Internet of Vehicles (IoV). Owing to the dynamic and heterogeneous nature of IoV, it requires ...