ŠIAULIAI AIR BASE, Lithuania — The fighter pilots quickly grabbed their gear and stormed out the door of the small command building as alarm bells wailed from a loudspeaker. The countdown had started.

F-16 fighter jets scrambled to intercept a small aircraft that entered restricted airspace near Mar-a-Lago while Air Force One sat on the ground at the Palm Beach, Florida, estate. The jets deployed ...