it should be viruses, nothing else.

Certainly in English. Max's link raises the question of how to handle it in its new meaning if you are writing a treatise in Latin about viruses. Since it's no longer uncountable you don't have the luxury of ignoring the plural and viruses ain' gone hack it.

PS

Welcome, Jenet, stranger no more.