I believe the answer is: Schizophrenia
Schizophrenia is characterized by the victim's unability to distinguish the fantasy and reality, which make him/her coming off as a really odd or paranoid persons. It is very common for schizophrenic to believe in false scenario or hearing voices that do not exist