基于连通图的文档数据库水印算法

Xiaodan Zhuang, Xi Luo, Letian He
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引用次数: 1

摘要

随着Web技术和大数据的广泛应用,非关系数据库(NoSQL数据库)占据着越来越重要的地位。文档数据库是应用最广泛的NoSQL数据库。为了解决版权保护、数据认证等问题,提出了一种基于连通图的文档数据库水印方案。根据数据库中的真实文档,采用遗传算法生成伪文档,并在伪文档的可修改字段中嵌入水印。适应度函数保证了真实文档和伪文档的整合。使得攻击者无法区分真伪文档,增加了攻击的难度。通过将伪文档形成带有指针字段的k连通图,授权用户可以通过连通性区分真实文档和伪文档。实验结果表明,该方案具有良好的不可见性和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Document Database Watermark Algorithm Based on Connected Graph
With the wide application of Web technology and big data, non-relational database (NoSQL database) occupies an increasingly important position. Document database is the most widely used NoSQL database. In order to solve the problems such as copyright protection, data authentication and so on, a document database watermark scheme based on the connected graph is proposed. According to the real documents in the database, the pseudo documents are generated by genetic algorithm, and the watermark is embedded in the modifiable fields of the pseudo documents. The fitness function ensures the integration of real and pseudo documents. So that attackers cannot distinguish between real and pseudo documents, which increases the difficulty of attack. By forming pseudo documents into k-connected graphs with pointer fields, authorized users can distinguish between real and pseudo documents through connectivity. Experimental results show that the scheme achieves good invisibility and robustness.
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