no code implementations • 6 Jan 2024 • Ali Alfatemi, Mohamed Rahouti, Ruhul Amin, Sarah ALJamal, Kaiqi Xiong, Yufeng Xin
In this work, we introduce an enhanced approach for DDoS attack detection by leveraging the capabilities of Deep Residual Neural Networks (ResNets) coupled with synthetic oversampling techniques.
no code implementations • 2 Oct 2023 • Mohamed Rahouti, Damian Lyons, Senthil Kumar Jagatheesaperumal, Kaiqi Xiong
Visual homing is a lightweight approach to visual navigation.
no code implementations • 2 Oct 2023 • Evans Owusu, Mohamed Rahouti, D. Frank Hsu, Kaiqi Xiong, Yufeng Xin
Mitigating Denial-of-Service (DoS) attacks is vital for online service security and availability.
no code implementations • 21 Sep 2023 • Roohallah Alizadehsani, Solomon Sunday Oyelere, Sadiq Hussain, Rene Ripardo Calixto, Victor Hugo C. de Albuquerque, Mohamad Roshanzamir, Mohamed Rahouti, Senthil Kumar Jagatheesaperumal
This review article provides a comprehensive overview of the current state-of-the-art in XAI for drug discovery, including various XAI methods, their application in drug discovery, and the challenges and limitations of XAI techniques in drug discovery.
no code implementations • 15 Jun 2023 • Mohammed Aledhari, Mohamed Rahouti, Junaid Qadir, Basheer Qolomany, Mohsen Guizani, Ala Al-Fuqaha
We also discuss the technical details related to the automatic driving comfort system, the response time of the AV driver, the comfort level of the AV, motion sickness, and related optimization technologies.
no code implementations • 6 Dec 2021 • Jing Lin, Long Dang, Mohamed Rahouti, Kaiqi Xiong
Many state-of-the-art ML models have outperformed humans in various tasks such as image classification.
no code implementations • 6 Apr 2021 • Senthil Kumar Jagatheesaperumal, Mohamed Rahouti, Kashif Ahmad, Ala Al-Fuqaha, Mohsen Guizani
In this paper, we provide a comprehensive overview of different aspects of AI and Big Data in Industry 4. 0 with a particular focus on key applications, techniques, the concepts involved, key enabling technologies, challenges, and research perspective towards deployment of Industry 5. 0.