How do you all deal with the cops?

I go to a small state school which used to be known as an unleashed and wild party school but over the past two years police have absolutely destroyed our reputation and fun. Multiple times I and many, many others have been getting “harassed” with $400, $700 and even up to $1,000 fines and summons for bullsh*t things like gatherings of 10 people past 12am and “noise complaints”. Cops absolutely prowl the streets just waiting for someone to slip up for a quick pay-day. Being in a fraternity, I have to deal with these situations all the time. My question for you all is how do you avoid / approach these police interactions.