Digital authentication is a mature field, offering a range of solutions with rigorous mathematical guarantees. Nevertheless, paper documents, where cryptographic techniques are not directly applicable, are still widely utilized due to usability and legal reasons. We propose a novel approach to authenticating paper documents using smartphones by taking short videos of them. Our solution combines cryptographic and image comparison techniques to detect and highlight subtle semantic-changing attacks on rich documents, containing text and graphics, that could go unnoticed by humans. We rigorously analyze our approach, proving that it is secure against strong adversaries capable of compromising different system components. We also measure its accuracy empirically on a set of 128 videos of paper documents, half containing subtle forgeries. Our algorithm finds all forgeries accurately (no false alarms) after analyzing 5.13 frames on average (corresponding to 1.28 seconds of video). Highlighted regions are large enough to be visible to users, but small enough to precisely locate forgeries. Thus, our approach provides a promising way for users to authenticate paper documents using conventional smartphones under realistic conditions.
翻译:数字认证是一个成熟的领域,它提供了一系列具有严格数学保障的解决方案。然而,由于可用性和法律原因,加密技术无法直接应用的纸质文件仍然被广泛使用。我们提出一种新颖的方法,通过短短的视频使用智能手机认证纸质文件。我们的解决方案结合了加密和图像比较技术,以探测和突出对丰富文档的微妙的语义变化攻击,其中含有文字和图形,这些攻击可能被人类忽视。我们严格分析我们的方法,证明它对于能够破坏不同系统组成部分的强敌是安全的。我们还用一套128个纸质文件的视频,其中一半含有微妙的伪造。我们的算法在平均分析5.13个框架(摄像为1.28秒)之后,准确地发现所有伪造文件(没有虚假警报 ) 。 突出的区域足以让用户看到,但足够小,足以准确定位伪造文件。因此,我们的方法为用户在现实条件下使用常规智能手机对纸质文件进行认证提供了很有希望的方法。