WASHINGTON—The Chinese government has targeted U.S. government computer systems for intrusion, the Pentagon said Monday in a more direct accusation of cyberespionage than the U.S. has made in the past.

While American officials have long charged that China is a top perpetrator of cyberespionage, a new Pentagon report goes a step further, blaming some cyberintrusions directly on the government and its military.

The...