Synonyms for Atrocity (same or very similar meaning)
WordNet sense 1 (the quality of being shockingly cruel and inhumane):
atrociousness, barbarity, heinousness, barbarousnessWordNet sense 2 (an act of atrocious cruelty):
inhumanityFrom the ODE community, based on WordNetadd/edit