A simple format of the flash drive should be good enough for a clean up. Some flash drives are unable to be formatted such as those you might get as electronic promotional media or system recovery drives from HP etc where they are designed to write once and never be written to again ( basically only be used for the intended original purpose and then be throw aways ). Are you unable to format it?
