How are Honor awards calculated at the Arena?

The underdogs is always favored and protected. If you can beat someone stronger than yourself you get more Honor, but if you are the underdog and you lose,  you don't lose by that much. In addition, if you attack someone weaker than you, you are rewarded with less Honor. At the same time, if the weaker player wins, then you lose more Honor and they get more.