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um I would like to tell you about a recent re sorry Recent research done withan uh and the system that we built called photo prooof for authenticating images and letamp;#39;s start with some motivation uh photographic images are nowadays ubiquitous especially in the digital medium and they are used as evidence that a certain physical scene once happened in reality this happens in numerous context in the legal context as legal evidence in journalism in politics in social interactions of All Sorts whether positive or negative as in shaming or extortion it happens in dating website as proofs of physical attractiveness uh and perhaps in the most important form of images on the internet that uh frequently stretch our credulity about physics and physique cats and uh in all of these cases uh thereamp;#39;s the question of uh um is are is the claim true is the evidence really truthful and of course with the ease of digital manipulation um itamp;#39;s often false taking dating website for ex