A recent paper presented by researchers from the Indraprastha Institute of Information Technology, IBM Research Labs and the University of Maryland found that it was possible to identify tweets containing fake Sandy images with up to 97 percent accuracy.
Clearly some images are fake, but in breaking news situations like Hurricane Sandy, fakes are often spread as real images.