Stealth doesn't mean the aircraft is invisible to radar, it just means it has a very low radar cross section, so you can't detect it from very far away. Fly close enough to an air defense radar, it will reflect enough energy to show up, it's not a black hole. The point of stealth is to make it impractical and uneconomical to build an air defense system with a high enough density of expensive high performance radars to reliably detect the aircraft.