Here's the breakdown:
* "ad" - meaning "to" or "toward"
* "vers" - meaning "to turn"
* "arius" - a suffix that often denotes a person or thing related to something
Therefore, "adversarius" literally means "one who turns toward," which ultimately implies someone who is opposed or hostile.