The woman scooped the panties off a display table and put them into a shopping bag hidden behind her purse.
Employees were alerted by the security sensors but the woman fled the scene in an unknown direction.
The woman is described as a female in her mid-twenties with dark shoulder-length hair.
Anyone with information should call the Wayne detective bureau at (973) 694-0600.