Stability margin refers to the extent to which a system can tolerate changes or disturbances before it becomes unstable. In frequency-domain analysis and filtering, it indicates how close a system is to instability based on its response characteristics. Understanding stability margin is crucial for designing systems that can maintain performance under varying conditions and ensuring reliability in operation.