Hybristophilia:
This term describes a paraphilia (a sexual interest in unusual objects or situations) where sexual arousal, facilitation, and orgasm are responsive to and contingent upon being with a partner known to have committed an outrage, cheating, lying, known infidelities or crime, such as rape, murder, or armed robbery.