The evidence that proves one was elsewhere at the time (5)
I believe the answer is:
alibi
(Other definitions for alibi that I've seen before include "can offer a valid defence against most charges" , "Defence of being elsewhere at time of crime" , "Courtroom evidence" , "Accused person's defence" , "Legal defence proving innocence" .)