Stopband attenuation refers to the reduction in signal amplitude within a specified range of frequencies that a filter is designed to suppress, effectively preventing these frequencies from passing through. It is a critical parameter in filter design, determining how well a filter can block unwanted signals and maintain signal integrity in communication systems.