A New Framework for Secure Biometric Data Transmission using Block-wise Reversible Data Hiding Through Encryption

Harshad Dhane, V. Manikandan
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Abstract

Reversible data hiding (RDH) is an emerging area in the field of information security. The RDH schemes are widely explored in the field of cloud computing for data authentication and in medical image transmission for clinical data transmission along with medical images. The RDH schemes allow the data hider to embed sensitive information in digital content in such a way that later it can be extracted while recovering the original image. In this research, we explored the use of the RDH through the encryption scheme in a biometric authentication system. The internet of things (IoT) enabled biometric authentication systems are very common nowadays. In general, in biometric authentication, computationally complex tasks such as feature extraction and feature matching will be performed in a cloud server. The user-side devices will capture biometric data such as the face, fingerprint, or iris and it will be directly communicated to the cloud server for further processing. Since the confidentiality of biometric data needs to be maintained during the transmission, the original biometric data will be encrypted using any one of the data encryption techniques. In this manuscript, we propose the use of RDH through encryption approach to transmit two different biometric data as a single file without compromising confidentiality. The proposed scheme will ensure the integrity of the biometric data during transmission. For data hiding purposes, we have used a block-wise RDH through encryption scheme. The experimental study of the proposed scheme is carried out by embedding fingerprint data in the face images. The validation of the proposed scheme is carried out by extracting the fingerprint details from the face images during image decryption. The scheme ensures the exact recovery of face image images and fingerprint data at the receiver site.
一种利用分组可逆数据隐藏加密的安全生物特征数据传输新框架
可逆数据隐藏(RDH)是信息安全领域的一个新兴领域。RDH方案在用于数据认证的云计算领域和用于临床数据与医学图像一起传输的医学图像传输领域得到了广泛的探索。RDH方案允许数据隐藏者在数字内容中嵌入敏感信息,以便稍后在恢复原始图像时提取敏感信息。在这项研究中,我们探索了RDH通过加密方案在生物识别认证系统中的使用。如今,物联网(IoT)支持的生物识别认证系统非常普遍。通常,在生物识别认证中,计算复杂的任务,如特征提取和特征匹配将在云服务器中执行。用户端设备将捕获面部、指纹或虹膜等生物特征数据,并将其直接传送到云服务器进行进一步处理。由于在传输过程中需要保持生物特征数据的机密性,因此将使用任何一种数据加密技术对原始生物特征数据进行加密。在本文中,我们建议使用RDH通过加密方法将两个不同的生物特征数据作为单个文件传输,而不会影响机密性。该方案保证了传输过程中生物特征数据的完整性。出于数据隐藏的目的,我们通过加密方案使用了逐块RDH。通过在人脸图像中嵌入指纹数据,对该方法进行了实验研究。通过在图像解密过程中提取人脸图像的指纹细节,对所提方案进行验证。该方案保证了接收端人脸图像和指纹数据的准确恢复。
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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