mistaken identity

Short definition from Wiktionary

Noun

1. 1
   A case of false belief that a certain individual is someone else.
2. 2
   A defense in criminal law based on this situation, claiming that any eyewitnesses to a crime incorrectly thought that they saw the defendant.