The openly-gay television personality has co-hosted the pageant for the past two years, but he told E! News he'll boycott the show this year over safety concerns.
Russian President Vladimir Putin recently implemented harsh anti-gay laws, and Cohen says those policies make it unsafe for gays who live there and those who just visit.
There is currently a petition urging the Miss Universe organization to move the November pageant out of Russia.