WASHINGTON—The U.S. sent its strongest signals yet that it is considering military strikes in Syria against Sunni extremists as the Defense Department worked to pinpoint leaders of the group and their training camps as potential targets for attack.

The White House declined to rule out striking at leaders of the Islamic State inside Syria in the aftermath of this week's beheading of an American journalist.

"If...