I live in Washington, D.C., walk all the time and don't feel any more at risk carrying a briefcase, messenger bag or large tote than I do carrying a purse.
I've been attacked by a purse-snatcher (he was unsuccessful).
Women carrying anything are more at risk than a man carrying a laptop-friendly briefcase or messenger bag.