1. A semiconductor device, comprising: a plurality of active regions defined by an isolation layer in a semiconductor substrate and implanted with a first concentration of impurity ions; and a dummy active region implanted with a second concentration of impurity ions higher than the first concentration of impurity ions and configured to gather metal ions.