Detection of distributed denial-of-service (DDoS) attack with hyperparameter tuning based on machine learning approach

• Main Authors: Wan Nurulsafawati, Wan Manan, Choo, Yong Han
• Format: Conference or Workshop Item
• Language: English; English
• Published: IEEE 2023
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://umpir.ump.edu.my/id/eprint/40851/1/Detection%20of%20distributed%20denial-of-service_ABST.pdf; http://umpir.ump.edu.my/id/eprint/40851/2/Detection%20of%20Distributed%20Denial-of-Service.pdf; http://umpir.ump.edu.my/id/eprint/40851/; https://doi.org/10.1109/ISAS60782.2023.10391487

Distributed Denial-of-Service (DDoS) attack is a malicious cyber-attack which targets availability element in CIA triad and to disrupt the availability of network services of a target by performing a huge malicious traffic flood. To conduct the study, a standard benchmark dataset DDoS Attack SDN Dat...