The effect of dataset imbalance on the performance of SCADA intrusion detection systems

• Main Authors: Balla, Asaad, Habaebi, Mohamed Hadi, Elsheikh, Elfatih A. A., Islam, Md. Rafiqul, Suliman, F.M.
• Format: Article
• Language: English; English; English
• Published: Multidisciplinary Digital Publishing Institute (MDPI) 2023
• Subjects: TK5101 Telecommunication. Including telegraphy, radio, radar, television
• Online Access: http://irep.iium.edu.my/103118/2/103118_The%20effect%20of%20dataset%20imbalance.pdf; http://irep.iium.edu.my/103118/3/103118_The%20effect%20of%20dataset%20imbalance_WOS.pdf; http://irep.iium.edu.my/103118/14/103118_The%20effect%20of%20dataset%20imbalance%20_Scopus.pdf; http://irep.iium.edu.my/103118/; https://www.mdpi.com/1424-8220/23/2/758/pdf?version=1673268094; https://doi.org/10.3390/s23020758
• Institution: Universiti Islam Antarabangsa Malaysia

Integrating IoT devices in SCADA systems has provided efficient and improved data collection and transmission technologies. This enhancement comes with significant security challenges, exposing traditionally isolated systems to the public internet. Effective and highly reliable security devices, su...