Judo as self defense question?

I am curious if Judo would be at all useful in defending yourself against an attacker in the streets. They wear gis and also have you ever seen a Judo guy being able to defend himself? It seems like boxing would be the most useful. I am not trolling or anything I am just curious if anybody can help me understand if it's useful to defend yourself in the streets.