I finished the mission "The Collar" I took off the collar, and I escaped from the prison, but it is normal that now every guards attack me on sight? I can only choose whether to return to prison or attack them but they are really REALLY hard to kill... is normal?

Ok.

P.S. Great game.

You can remove you companions collars at sanctuary camp by lady sitting and crying just above waypoint healing shrine