The painting wasn't exactly unknown: its existence was reasonably well-documented and it was included in a variety of Rembrandt catalogues. However, in 1960 it was decided that it wasn't a Rembrandt, so people mostly stopped caring about it.
This discovery is a re-analysis of the painting using modern methods, which revealed that the 1960 "not a Rembrandt" decision was a bit premature.