Among the finds by police on Saturday were 1.5 kilos of gunpowder, several types of grenades and two mines containing the explosive TNT.
A loaded pistol, two rifles and ammunition were also seized.
Police had entered the flat in connection with another matter. The resident was taken into custody and investigations are continuing.