A typical result in graph theory says that a graph G, satisfying certain conditions, has some property P. Once such a theorem is established, it is natural to ask how strongly G satisfies P. Can one strengthen the result by showing that G possesses P in a robust way? What measures of robustness can one utilize? In this survey, we discuss various measures that can be used to study robustness of graph properties, illustrating them with examples.