The campaign to fill the vacancy of disgraced former congressman, "Duke" Cunningham, has attracted international attention (stories I found on Google include reports from the UK, Italy and others) because of a photograph on the campaign website of Republican candidate, Howard Kaloogian.
Kaloogian was part of a trip to Iraq with conservative talk show hosts that had the message that the war in Iraq was going better than the media reported.
However, a photograph on his campaign website which was supposed to make his point apparently was taken as the group Kaloogian was with was heading back and stopped at Istanbul, Turkey.

Kaloogian’s campaign replaced the picture with one it says is properly of Baghdad.
Here’s the page with Kaloogian’s new photograph.
Here’s a report picked up from DailyKos on the "Baghdad, Turkey Photo Scandal."
Here’s the Kaloogian campaign response:
Downtown Baghdad
We originally posted a photograph not of Baghdad, Iraq but from Istanbul, Turkey where our delegation traveled on the way home to the United States. We apologize for this mistake. We have corrected it with a photograph we took from Baghdad. We took this photo of downtown Baghdad while we were in Iraq. Iraq (including Baghdad) is much more calm and stable than what many people believe it to be. But, each day the news media finds any violence occurring in the country and screams and shouts about it - in part because many journalists are opposed to the U.S. effort to fight terrorism.