Definitions of cheap shot:

• noun:   an illegal and unsportsmanlike act of unnecessary violence

  Example: "He called a penalty on them when the lineman took a cheap shot at the quarterback"

• noun:   an unnecessarily aggressive and unfair remark directed at a defenseless person