The witnesses said Syrian security forces had surrounded the embassy building and sealed off the area.
No other details were immediately available.
The area also houses vital security installations and the houses of the most senior officials in the Syrian government.
"It appears that the embassy is coming under attack," one resident in the area told Reuters.
Thank you Black Veil for that update.