Three people were killed in an attack at the Stade de France, with some reports suggesting a suicide blast.
There are reports of up to six gun men involved.
The Paris authorities have asked people to stay indoors.
President Barack Obama spoke of "an outrageous attempt to terrorise innocent civilians".
David Cameron said he was shocked and pledged to do "whatever we can to help".