Benchmarking of Machine Learning for Anomaly Based Intrusion Detection Systems in the CICIDS2017 Dataset. - Ziadoon Kamil Maseer; Robiah Yusof; Nazrulazhar Bahaman; Salama A. Mostafa; Cik Feresa Mohd Foozy (IEEE Access, 2021)

Meta-analysis and systematic review for anomaly network intrusion detection systems: Detection methods, dataset, validation methodology, and challenges. - Ziadoon Kamil Maseer; Qusay Kanaan Kadhim; Baidaa Al-Bander; Robiah Yusof; Abdu Saif (IET Networks, 2024)