Former NYPD Commissioner Ray Kelly said Monday he's against allowing civilians easier access to guns, even in the face of increased fear about a Paris-style terror attack in the United States.

"I'm not totally in support of more guns," Kelly told CNBC's "Squawk Box," citing the accuracy rate in police-involved shootings within the NYPD as a reason to be wary of arming everyday Americans.