Ghent filed divorce papers on Jan. 27 in Los Angeles Superior Court citing "irreconcilable differences."
Howard, 41, and Ghent have no children together, and she is seeking spousal support. They wed in January 2010 in a secret ceremony.
The Oscar-nominated actor was previously married to Lori McCommas, with whom he has three children.
Howard currently stars on Law & Order: Los Angeles.