Self interest at the cost of others is selfishness.
Of course it isn’t. Think about that one again.
Or how about some examples:
ISIS takes 5 people captive and announces they will kill them all unless one certain person trades himself for them (and they’ll kill him instead).
That person refuses. Is he selfish?