I used to commute 5 miles on a bicycle. Sometimes I used to come back late, after a drink, through crowds of revelers. Best way to avoid trouble is ..... avoid trouble. Change your route from the places where the crowds will be. On a bike a half mile detour/extra will not take all that long...