WASHINGTON—The Federal Bureau of Investigation said cybercriminals hacked into a cybercrime conference call between its agents and law enforcement officials overseas.

The 16-minute call was posted on the Internet on Friday. The hacker collective Anonymous claimed responsibility, though the FBI didn't name the group and said a criminal investigation was under way.

Anonymous...