提高生物特征认证系统安全性的可逆水印技术

Vaibhav B. Joshi, M. Raval, S. Mitra, P. Rege, S. K. Parulkar
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引用次数: 5

摘要

对于每一种生物特征模板保护技术来说,不可逆性、准确性和可撤销性是其基本特征。几种模板保护技术,如生物哈希或生物特征加密系统,用于将原始生物特征转换为被称为保护模板的替代形式[2]。由于受保护的模板是不可逆的,因此生物识别验证是在转换域中完成的。受保护模板被篡改或被盗可能导致错误验证;因此,它在数据库中的身份验证是必不可少的。可逆水印技术提供了一种有效的机制。受水印保护的模板在注册时存储在数据库中。在验证阶段,将传入的查询模板与许多数据库模板进行比较,直到建立匹配。这种验证技术增加了生物特征认证系统的复杂性和负担。本文提出了一种基于标签的模板搜索的可逆水印技术,以验证水印的真实性,减轻生物特征认证系统的负担。该方法利用生物特征图像的旋转、尺度和平移(RST)不变性特征对数据进行标记。水印的可逆性保证了水印的存在不影响原生生物特征认证。此外,生物特征模板中水印的存在提供了防止重放攻击的安全性。
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Reversible watermarking technique to enhance security of a biometric authentication system
For every biometric template protecting technique, non-reversibility, accuracy, and revocability are essential features. Several template protecting techniques like bio-hash or biometric crypto system are used to transform raw biometric features into alternative form known as protected template [2]. As the protected templates are non-reversible, biometric verification is done in a transform domain. Tampered or stolen protected template may cause false validation; therefore its authentication in the database is essential. Reversible watermarking technique provides one such effective mechanism. Watermark protected templates are stored in the database at the time of its enrollment. During verification phase, incoming query template is compared with many database templates until a match is established. This verification technique increase complexity and burden on a biometric authentication system. In this paper, we propose a tag based template searching in reversible watermarking technique to check authenticity and reduce burden on biometric authentication system. In the proposal, rotation, scale and translation (RST) invariant features of biometric image are used for tagging the data. Watermark reversibility in the proposed method ensures that its presence do not affect native biometric authentication. Moreover presence of watermark in the biometric template provides security against replay attack.
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