IEICE TRANSACTIONS on Fundamentals
Fuzzy Commitment Scheme-Based Secure Identification for JPEG Images with Various Compression Ratios
Summary :
A secure identification scheme for JPEG images is proposed in this paper. The aim is to robustly identify JPEG images which are generated from the same original image under various compression levels in security. A property of the positive and negative signs of DCT coefficients is employed to achieve a robust scheme. The proposed scheme is robust against a difference in compression levels, and does not produce false negative matches in any compression level. Conventional schemes that have this property are not secure. To construct a secure identification system, we combine a new error correction technique with 1-bit parity with a fuzzy commitment scheme, which is a well-known biometric cryptosystem. In addition, a way for speeding up the identification is also proposed. The experimental results show the proposed scheme is effective for not only still images, but also video sequences in terms of the querying such as false positive, false negative and true positive matches, while keeping a high level of the security.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E99-A No.11 pp.1962-1970
- Publication Date
- 2016/11/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.E99.A.1962
- Type of Manuscript
- Special Section PAPER (Special Section on Smart Multimedia & Communication Systems)
- Category
- Image
Authors
Kenta IIDA
Tokyo Metropolitan University
Hitoshi KIYA
Tokyo Metropolitan University
Keyword
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Kenta IIDA, Hitoshi KIYA, "Fuzzy Commitment Scheme-Based Secure Identification for JPEG Images with Various Compression Ratios" in IEICE TRANSACTIONS on Fundamentals,
vol. E99-A, no. 11, pp. 1962-1970, November 2016, doi: 10.1587/transfun.E99.A.1962.
Abstract: A secure identification scheme for JPEG images is proposed in this paper. The aim is to robustly identify JPEG images which are generated from the same original image under various compression levels in security. A property of the positive and negative signs of DCT coefficients is employed to achieve a robust scheme. The proposed scheme is robust against a difference in compression levels, and does not produce false negative matches in any compression level. Conventional schemes that have this property are not secure. To construct a secure identification system, we combine a new error correction technique with 1-bit parity with a fuzzy commitment scheme, which is a well-known biometric cryptosystem. In addition, a way for speeding up the identification is also proposed. The experimental results show the proposed scheme is effective for not only still images, but also video sequences in terms of the querying such as false positive, false negative and true positive matches, while keeping a high level of the security.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E99.A.1962/_p
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@ARTICLE{e99-a_11_1962,
author={Kenta IIDA, Hitoshi KIYA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Fuzzy Commitment Scheme-Based Secure Identification for JPEG Images with Various Compression Ratios},
year={2016},
volume={E99-A},
number={11},
pages={1962-1970},
abstract={A secure identification scheme for JPEG images is proposed in this paper. The aim is to robustly identify JPEG images which are generated from the same original image under various compression levels in security. A property of the positive and negative signs of DCT coefficients is employed to achieve a robust scheme. The proposed scheme is robust against a difference in compression levels, and does not produce false negative matches in any compression level. Conventional schemes that have this property are not secure. To construct a secure identification system, we combine a new error correction technique with 1-bit parity with a fuzzy commitment scheme, which is a well-known biometric cryptosystem. In addition, a way for speeding up the identification is also proposed. The experimental results show the proposed scheme is effective for not only still images, but also video sequences in terms of the querying such as false positive, false negative and true positive matches, while keeping a high level of the security.},
keywords={},
doi={10.1587/transfun.E99.A.1962},
ISSN={1745-1337},
month={November},}
Copy
TY - JOUR
TI - Fuzzy Commitment Scheme-Based Secure Identification for JPEG Images with Various Compression Ratios
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1962
EP - 1970
AU - Kenta IIDA
AU - Hitoshi KIYA
PY - 2016
DO - 10.1587/transfun.E99.A.1962
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E99-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 2016
AB - A secure identification scheme for JPEG images is proposed in this paper. The aim is to robustly identify JPEG images which are generated from the same original image under various compression levels in security. A property of the positive and negative signs of DCT coefficients is employed to achieve a robust scheme. The proposed scheme is robust against a difference in compression levels, and does not produce false negative matches in any compression level. Conventional schemes that have this property are not secure. To construct a secure identification system, we combine a new error correction technique with 1-bit parity with a fuzzy commitment scheme, which is a well-known biometric cryptosystem. In addition, a way for speeding up the identification is also proposed. The experimental results show the proposed scheme is effective for not only still images, but also video sequences in terms of the querying such as false positive, false negative and true positive matches, while keeping a high level of the security.
ER -
English
