Yes. I know there are men who are hardcore horror fans. But on my behalf it just seems like more females like it than men. Most of my male friends hate horror movies and think that they disgusting. As to my female friends, they get that suspense thrill watching horror.
Now check this out, men seem to not care much for horror but will watch war movies and play games with guts flying all over the place.