My students' reputations often precede them. Unfortunately, I've heard everything under the sun about students, but guess what? Most of them performed and conducted themselves differently in my class, under my explicitly taught expectations. It can be done.
From the infamous gangbanger to the notorious authority-challenger, gathering your own data and observations on a student is ultimately what leads to you being most successful with that student.