1830, American English variant of Kentish dialect feeze "to frighten, alarm, discomfit" (mid-15c.), from Old English fesian, fysian "drive away," from Proto-Germanic *fausjanan (cf. Swedish fösa "drive away," Norwegian föysa). Related: Fazed; fazing.
To surprise and create discomposure: those grades don't faze her (1830+)