%0 Journal Article
%A Abdelhalim, Zakaria-S.-M.
%A Belal, Nahla
%A Seifeldin, Mohamed

%D 2026
%J Journal of Cyber Security

%@ 2579-0064
%V 8
%N 1
%P 153--169

%T Domain Knowledge-Guided Training for NIDS: A Class-Agnostic Evaluation of Robustness on Imbalanced Datasets
%M doi:10.32604/jcs.2026.079097
%U http://www.techscience.com/JCS/v8n1/66866