Bandeira literally means "flag". While it's a common word, its use in this song is idiomatic and quite interesting.
In the phrase "não dar bandeira", it means "not to give away a clue" or "not to show your hand". The singer is trying to hide their feelings of love, not wanting to reveal their true emotions. This makes the word memorable and offers a great insight into Brazilian Portuguese idioms.