kitchen knives, sport equipment (baseball bat, hockey stick, cricket bat, golf club), pan, wok, many things in normal household can be improvised as weapons.

probably not so good against a gun-wielding intruder, but if you have advantage in numbers, the only thing you also need is the will to fight.