Only because the AF got really careless and literally overflew the radar site repeatedly on the same path at a predictable time.

Stealth is a not a cloaking device. It's a <1 multiplier on enemy radar range. If you get close enough, you will still be targeted. But combined with sufficient standoff range on your weapons, stealth enables hitting your target before they can hit you.