Learn English – n adjective to call someone who gets bullied

A freeloader

a person who habitually depends on the charity of others for food, shelter, etc.

[The Free Dictionary]

Unflappable describes someone who remains composed in the face of adversity or scandal, "impossible to fluster."

Stoic has the same meaning, but often implies indifference to pleasure as well as adversity.