Tashima Hideaki, Takeda Masafumi, Suzuki Hiroyuki, Obi Takashi, Yamaguchi Masahiro, Ohyama Nagaaki
Imaging Science and Engineering Laboratory, Tokyo Institute of Technology,Yokohama, Kanagawa, Japan.
Opt Express. 2010 Jun 21;18(13):13772-81. doi: 10.1364/OE.18.013772.
We have shown that the application of double random phase encoding (DRPE) to biometrics enables the use of biometrics as cipher keys for binary data encryption. However, DRPE is reported to be vulnerable to known-plaintext attacks (KPAs) using a phase recovery algorithm. In this study, we investigated the vulnerability of DRPE using fingerprints as cipher keys to the KPAs. By means of computational experiments, we estimated the encryption key and restored the fingerprint image using the estimated key. Further, we propose a method for avoiding the KPA on the DRPE that employs the phase retrieval algorithm. The proposed method makes the amplitude component of the encrypted image constant in order to prevent the amplitude component of the encrypted image from being used as a clue for phase retrieval. Computational experiments showed that the proposed method not only avoids revealing the cipher key and the fingerprint but also serves as a sufficiently accurate verification system.
我们已经表明,将双随机相位编码(DRPE)应用于生物识别技术能够将生物识别特征用作二进制数据加密的密钥。然而,据报道,使用相位恢复算法时,DRPE容易受到已知明文攻击(KPA)。在本研究中,我们调查了将指纹用作密钥的DRPE对KPA的脆弱性。通过计算实验,我们估计了加密密钥,并使用估计出的密钥恢复了指纹图像。此外,我们提出了一种避免对采用相位检索算法的DRPE进行KPA攻击的方法。所提出的方法使加密图像的幅度分量恒定,以防止加密图像的幅度分量被用作相位检索的线索。计算实验表明,所提出的方法不仅避免了密钥和指纹的泄露,而且还可作为一个足够准确的验证系统。