How are PDF files published in the Scientific Community?

Supriya Adhatarao, C. Lauradoux
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Abstract

Authors are often not aware of hidden information and that they can contain more information than the actual content of the file. This work mainly focuses on how PDF files are published in the scientific community. We have analyzed a corpus of 555865 PDF files to show that direct and modified authoring process of PDF creations leads to the leakage of sensitive information on the researchers. Our analysis on the extraction of the metadata has shown that at least 23% of the PDF files in our dataset contains valuable information on the authoring process. We were even able to solve the co-authorship (multiple authors) problem by crossing the information of multiple PDF files using linear algebra. We believe that, PDF sanitization needs to be included in the scientific publication processes to avoid leakage of sensitive information. We have explored and suggested necessary strategies available for the safer distribution of scientific work by researchers.
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PDF文件是如何在科学界发表的?
作者通常没有意识到隐藏的信息,并且它们可能包含比文件实际内容更多的信息。这项工作主要关注PDF文件如何在科学界发布。我们分析了555865个PDF文件的语料库,发现直接和修改的PDF创作过程导致了研究人员敏感信息的泄露。我们对元数据提取的分析表明,我们数据集中至少有23%的PDF文件包含有关创作过程的有价值的信息。我们甚至能够通过使用线性代数交叉多个PDF文件的信息来解决共同作者(多个作者)问题。我们认为,科学出版过程中需要对PDF文件进行消毒处理,以避免敏感信息的泄露。我们已经探索并提出了必要的策略,以便研究人员更安全地分配科学工作。
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