You can delete attempts from a report by clicking the report you want to change and selecting View from the Actions Menu. If you scroll all the way to the right of the window, you will see an icon in the Delete column, which is how you can delete the grade or attempt for the assignment. Once an instructor deletes a grade, it is permanent and cannot be recovered.