Machine learning and deep learning approaches for detecting DDoS attacks in cloud environments

• Main Authors: Khan, Muhammad Asif, Mohd Faizal, Ab Razak, Zafril Rizal, M. Azmi, Ahmad Firdaus, Zainal Abidin, Nuhu, Abdul Hafeez, Hussain, Syed Shuja
• Format: Article
• Language: English
• Published: American Scientific Publishing Group (ASPG) 2025
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://umpir.ump.edu.my/id/eprint/42862/1/Machine%20Learning%20and%20Deep%20Learning%20Approaches%20for%20Detecting.pdf; http://umpir.ump.edu.my/id/eprint/42862/; https://doi.org/10.54216/FPA.170207

Distributed Denial of Service (DDoS) attacks pose a significant threat to cloud computing environments, necessitating advanced detection methods. This review examines the application of Machine Learning (ML) and Deep Learning (DL) techniques for DDoS detection in cloud settings, focusing on research...