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首页> 外文期刊>EURASIP journal on information security >Fingerprint-based crypto-biometric system for network security
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Fingerprint-based crypto-biometric system for network security

机译:基于指纹的网络安全加密生物识别系统

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To ensure the secure transmission of data, cryptography is treated as the most effective solution. Cryptographic key is an important entity in this process. In general, randomly generated cryptographic key (of 256 bits) is difficult to remember. However, such a key needs to be stored in a protected place or transported through a shared communication line which, in fact, poses another threat to security. As an alternative to this, researchers advocate the generation of cryptographic key using the biometric traits of both sender and receiver during the sessions of communication, thus avoiding key storing and at the same time without compromising the strength in security. Nevertheless, the biometric-based cryptographic key generation has some difficulties: privacy of biometrics, sharing of biometric data between both communicating parties (i.e., sender and receiver), and generating revocable key from irrevocable biometric. This work addresses the above-mentioned concerns. We propose an approach to generate cryptographic key from cancelable fingerprint template of both communicating parties. Cancelable fingerprint templates of both sender and receiver are securely transmitted to each other using a key-based steganography. Both templates are combined with concatenation based feature level fusion technique and generate a combined template. Elements of combined template are shuffled using shuffle key and hash of the shuffled template generates a unique session key. In this approach, revocable key for symmetric cryptography is generated from irrevocable fingerprint and privacy of the fingerprints is protected by the cancelable transformation of fingerprint template. Our experimental results show that minimum, average, and maximum Hamming distances between genuine key and impostor’s key are 80, 128, and 168 bits, respectively, with 256-bit cryptographic key. This fingerprint-based cryptographic key can be applied in symmetric cryptography where session based unique key is required.
机译:为了确保数据的安全传输,密码造影被视为最有效的解决方案。加密密钥是此过程中的重要实体。通常,随机生成的加密密钥(256位)很难记住。然而,这种关键需要存储在受保护的位置或通过共享通信线路运输,实际上,其对安全构成了另一个威胁。作为替代方案,研究人员在通信会话期间使用发件人和接收器的生物识别特征主张生成加密密钥,从而避免了密钥存储,同时在不影响安全性的情况下。尽管如此,基于生物识别的加密密钥生成具有一些困难:生物识别技术的隐私,在传送方(即,发件人和接收器)之间分享生物识别数据,并从不可撤销的生物识别生成可撤销键。这项工作解决了上述问题。我们提出了一种方法来从沟通方的可被取消的指纹模板生成加密密钥。两个发件人和接收器的可取消的指纹模板使用基于钥匙的隐写识别彼此牢固地发送。两个模板都与基于级联的特征级融合技术相结合,并生成组合模板。组合模板的元素使用Shuffle键随机播放,播放模板的哈希生成一个唯一的会话密钥。在这种方法中,来自对称加密的可撤销密钥是从不可撤销的指纹生成的,并且指纹的隐私受指纹模板的可消化变换的保护。我们的实验结果表明,正版密钥和冒号键之间的最小,平均和最大汉明距离分别为80,128和168位,其中256位加密键。基于指纹的加密密钥可以应用于对称加密,其中需要基于会话的唯一密钥。

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