More than 800 illegal immigrants have been rounded up and arrested by federal police from U.S. Immigration and Customs Enforcement and the Border Patrol during a September operation targeting Chicago.

The Department of Homeland Security announced on Wednesday afternoon that federal agents and officers deployed to Illinois as part of Operation Midway Blitz since Sept. 8 have arrested more than 800 people illegally living in the United States.