The British rivals will be given the chance to settle their differences after brawling in Munich five months ago when they clash at West Ham's Upton Park on Saturday night.
Underdog Chisora has convictions for public order offences, assaulting a police officer and possession of an offensive weapon.
The 28-year-old was also found guilty of assaulting his girlfriend two years ago but was spared jail, instead landing a 12-week prison sentence suspended for two years.
"Chisora's not a nice man, not a nice human being," Haye said.
"I don't like anything he represents - the fact he's been convicted of beating up his ex-girlfriend, the fact he feels the need to carry around an offensive weapon - he's been convicted of that as well.
"He's been convicted of attacking police officers and has got a real long criminal record.
"From the stuff I've seen him doing personally and from what I've heard from people who know him, he's a horrible, spiteful man, and a bully.
"He needs to be punished because the law hasn't punished him. He's never done any hard time.
"The British Boxing Board of Control haven't really punished him, he's still here, so it's left to me to punish this guy and I'll do that on Saturday night."