Robustness refers to the ability of a system to maintain its functionality and performance despite facing uncertainties, variations, or unforeseen challenges. It is a critical attribute in engineering, computer science, and other fields, ensuring that systems remain reliable and effective under diverse and potentially adverse conditions.