Attack occurred on Saturday.
Strikes targeted Iran-backed fighters in Iraq.
Security sources reported a cloud of black smoke above the embassy.
Briefing: US embassy attacked in Baghdad, after strikes kill Iran-backed fighters in Iraq
Strategic angle: The US embassy in Baghdad was hit by an attack following strikes that killed three members of a powerful Iran-backed group.