Synonyms for Degeneracy (same or very similar meaning)
WordNet sense 1 (the state of being degenerate in mental or moral qualities):
decadence, decadency, degenerationWordNet sense 2 (moral perversion; impairment of virtue and moral principles):
corruption, depravity, putrefaction, depravationFrom the ODE community, based on WordNetadd/edit