New York University tested 200 people for psychopathic traits and also had them listen to 260 songs. All of the results haven't been published yet, but they did find a correlation between the songs psychopaths liked versus the ones they didn't. 

Songs that were high on psychopaths liking... 

Justin Bieber - What Do You Mean

Lose Yourself - Eminem

No Diggity - Blackstreet

Meanwhile, on the low end were...

Money for Nothing - Dire Straits

Wayward Wind - Gogi Grant (has been covered by several artists, but this is the original)

Washington Post for more on the study.