Cancellable speech template via random binary orthogonal matrices projection hashing

Chee, Kong-Yik; Jin, Zhe; Cai, Danwei; Li, Ming; Yap, Wun‐She; Lai, Yen-Lung; Goi, Bok‐Min

doi:10.1016/j.patcog.2017.10.041

Cited by 20 publications

(16 citation statements)

References 17 publications

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“…Also important is the use of cryptographic transformations, such as hashing, to protect stored biometric characteristics (with the subsequent possibility of their use). There are works on the protection of characteristics: fingerprints [73], iris [78], and speech [79].…”

Section: Biometric Characteristic Papers Resultsmentioning

confidence: 99%

Information Security Methods—Modern Research Directions

et al. 2019

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In Tomsk University of Control Systems and Radioelectronics (TUSUR) one of the main areas of research is information security. The work is carried out by a scientific group under the guidance of Professor Shelupanov. One of the directions is the development of a comprehensive approach to assessing the security of the information systems. This direction includes the construction of an information security threats model and a protection system model, which allow to compile a complete list of threats and methods of protection against them. The main directions of information security tools development are dynamic methods of biometrics, methods for generating prime numbers for data encryption, steganography, methods and means of data protection in Internet of Things (IoT) systems. The article presents the main results of research in the listed areas of information security. The resultant properties in symmetric cryptography are based on the properties of the power of the generating functions. The authors have obtained symmetric principles for the development of primality testing algorithms, as discussed in the Appendix.Symmetry 2018, 10, x FOR PEER REVIEW 3 of 33 Ported to AMR system devices, IPsec ensures mutual authentication of network devices using the IKEv2 protocol. Optionally, the network can be configured based on the EAP-PSK protocol. During configuration, the devices receive network addresses and authentication keys, at which point the execution of EAP-PSK is stopped and data is transferred via IPsec. Another option is to use pre-installed certificates on the devices. In this case, the initial configuration is done manually, but the network does not require EAP-PSK to be used.Data integrity control and encryption during transmission are provided by ESP, which is the protocol used in IPsec at the transport level. This protocol ensures the security of both the data transmitted and packet headers at the network level.This approach makes it possible to ensure reliable authentication of the AMR system devices and the security of the data to be transmitted and opens a wide range of options for the configuration of network operation; however, it cannot be used in networks with heterogeneous communication channels. The EAP-PSK-based approach offers less flexibility but is suitable for networks with heterogeneous communication channels. For an AMR system, a list of threats was proposed based on the developed methodology. Threats to the confidentiality of the system are threats related to the collection of information about the system. This can be a list of devices, software versions, authentication data, access control policies, network addresses, interaction protocols, etc. Threats to the integrity of the automated system for commercial accounting are: substitution of an object, substitution of a communication channel, deletion of an object, destruction of a communication channel, addition of an unauthorized object, creation of an unauthorized communication channel; change of communication channel or object settings...

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Section: Biometric Characteristic Papers Resultsmentioning

confidence: 99%

Information Security Methods—Modern Research Directions

et al. 2019

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“…Recently, as various biometric traits such as ECG (electrocardiogram) and speech are widely used, concern about security has increased. Chee et al proposed the speech template protection technique using the cancelable transform, called Random Binary Orthogonal Matrices Projection (RBOMP) hashing [10]. Wu et al generated cancelable ECG templates with a subspace-based approach, MUSIC algorithm [11].…”

Section: Introductionmentioning

confidence: 99%

On the Unlinkability of Fingerprint Shell

Lee

Jeong

2020

Security and Communication Networks

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To prevent the leakage of original biometric information of a user, it may be transformed into a cancelable form. A cancelable biometric transformation should satisfy four requirements: unlinkability, revocability, noninvertibility, and performance. In 2014, Moujahdi et al. proposed a new cancelable fingerprint transformation called fingerprint shell, which was also later discussed by Ali et al. In this paper, we show that all of the shell fingerprint schemes presented by Moujahdi et al. and Ali et al. do not satisfy the condition of unlinkability.

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“…Two major approaches can be found in the researches in securing a biometric pattern. The first approach is a biometric cryptosystem which can be further sub-categorised into two schemes, i.e., create a key and bind-key structure [4]. The second approach is a feature transformation approach which is often referred to as the cancellable biometric.…”

Section: Introductionmentioning

confidence: 99%

“…The second approach is a feature transformation approach which is often referred to as the cancellable biometric. This approach can also be partitioned into non-invertible transformation and biometric salting [1,4,10]. In biometric salting, a unique, distorted biometric template is produced by merging the user's biometric data, a secret key and an input factor which is independent of the first two inputs.…”

Section: Introductionmentioning

confidence: 99%

“…In this paper, the two-dimensional Winner-Takes-All (WTA) [4] hashing will be used to develop a cancellable transformation algorithm called Speeded-up Robust Features-Winner-Takes-All (SURF-WTA). The proposed algorithm is based on Random Binary Orthogonal Matrices Projection [4] to protect speech biometric information. Investigation on different biometric traits such as fingerprint and face has been suggested in [4].…”

Section: Introductionmentioning

confidence: 99%

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Cancellable face template algorithm based on speeded-up robust features and winner-takes-all

Alwan¹,

Ku-Mahamud

2020

Multimed Tools Appl

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Features such as face, fingerprint, and iris imprints have been used for authentication in biometric system. The toughest feature amongst these is the face. Extracting a region with the most potential face features from an image for biometric identification followed by illumination enhancement is a commonly used method. However, the region of interest extraction followed by illumination enhancement is sensitive to image face feature displacement, skewed image, and bad illumination. This research presents a cancellable face image algorithm built upon the speeded-up robust features method to extract and select features. A speeded-up robust feature approach is utilised for the image's features extraction, while Winner-Takes-All hashing is utilised for match-seeking. Finally, the features vectors are projected by utilising a random form of binary orthogonal matrice. Experiments were conducted on Yale and ORL datasets which provide grayscale images of sizes 168 × 192 and 112 × 92 pixels, respectively. The execution of the proposed algorithm was measured against several algorithms using equal error rate metric. It is found that the proposed algorithm produced an acceptable performance which indicates that this algorithm can be used in biometric security applications.

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Cancellable speech template via random binary orthogonal matrices projection hashing

Cited by 20 publications

References 17 publications

Information Security Methods—Modern Research Directions

Information Security Methods—Modern Research Directions

On the Unlinkability of Fingerprint Shell

Cancellable face template algorithm based on speeded-up robust features and winner-takes-all

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