What plugins do you have? If you have conventional ones like Flash, Java, Silverlight, etc, it's very unlikely.
But Extensions can sure be the problem. Try disabling all the extensions and check for a while if it reoccurs.
If it doesn't, we've found the source. If it does, we'll need to troubleshoot more.