A robust scheme for securing relational data incremental watermarking

Maikel Lázaro Pérez Gort, Agostino Cortesi
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引用次数: 0

Abstract

Watermarking techniques aim to protect relational databases by embedding on them a copyright signal known as the watermark without imposing additional restrictions. However, unlike other digital assets, such as multimedia data, relational data are often subject to frequent updates that may dramatically compromise the quality of the embedded watermark. Hence, it is relevant to implement incremental watermarking for this type of data. Although incremental watermarking is defined in theory as the requirement of generating and inserting a mark whenever data is inserted or updated in a watermarked database (if the new value requires marking), its practical deployment is often ignored in the validation of proposed techniques, possibly due to how its deployment affects other requirements, such as the public system and security. In this work, we present different architectural approaches that, rather than conflicting with security and the public system, are built upon and contribute to them. The experimental results validate their applicability in terms of deployment, portability, scalability, and performance. As an architectural proposal, our work can be applied to different watermarking techniques, regardless of their particularities and the protected databases, making the preservation and enhancement of the watermark possible. Thus, we face the silent threats to security posed by opportunistic malicious operations in the absence of incremental watermarking.
一种保护关系数据增量水印的鲁棒方案
水印技术的目的是通过在关系数据库中嵌入版权信号(称为水印)而不施加额外的限制来保护关系数据库。然而,与其他数字资产(如多媒体数据)不同,关系数据经常受到频繁更新的影响,这可能会大大降低嵌入水印的质量。因此,对这种类型的数据实现增量水印是相关的。尽管增量水印在理论上被定义为每当在加了水印的数据库中插入或更新数据时(如果新值需要标记)生成并插入标记的要求,但在验证所提议的技术时,它的实际部署往往被忽略,可能是因为它的部署会影响其他需求,例如公共系统和安全性。在这项工作中,我们提出了不同的建筑方法,而不是与安全和公共系统相冲突,而是建立在它们的基础上并为它们做出贡献。实验结果验证了它们在部署、可移植性、可伸缩性和性能方面的适用性。作为一种架构方案,我们的工作可以应用于不同的水印技术,而不考虑其特殊性和受保护的数据库,从而使水印的保存和增强成为可能。因此,在没有增量水印的情况下,我们面临着机会主义恶意操作对安全构成的无声威胁。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
19.20
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