They swung first?
Self-defence on your part. Loot their pasty corpses and profit from their arrogance.
Check your journal. Under combat you'll find Assaults and murders.
Clean and clear?
Punk 'em every chance you get, imo.

Additionally, free every prisoner; even if you're pro-empire.
1. Freeing the prisoner is not a crime.
2. Once done the guards will, indeed, attack.
3. Defend yourself (not a crime), then loot even
more corpses for
their arrogance.
The escorts of prisoners, Thalmor and Legion alike, are easy gold mines of lootable gear.
Play
your game...not theirs.
