By default, Series Marks have a shadowed border.
It can be turned on / off at design and run-time, and have its color and transparency changed too.

Example:
series.getMarks().getShadow().setSize(new Dimension(2,2)) ; series.getMarks().getShadow().setColor(Color.Black) ;