I've never met a watchman I couldn't outrun. Don't worry, I won't bring the entire city down on us .. but tapping into the knowledge of locals is valuable and necessary.
Also, if the designers wanted Barbarians to be more subtle, they should have given them Diplomacy. Now I gotta make do with Intimidate. Blame them, not me =D