The statement that describes a memory leak vulnerability is:
An application dynamically allocates memory but does not free that memory when finished using it.
This accurately reflects the essence of a memory leak, where memory that is no longer needed is not released, potentially leading to increased memory usage over time and eventually exhausting available memory resources.