Random Distance Method for Generating Unimodal and Multimodal Cancelable Biometric Features

Improving Data Security, Privacy, and Interoperability for the IEEE Biometric Open Protocol Standard

“…Kaur and Khanna [18] proposes a random distance method. Considering the multimodal cancelable biometric template approach, it generates a discriminative and privacypreserving revocable pseudo-biometric identities.…”

“…Lai et al [16] YES NO YES NO Lai et al [17] YES NO YES NO Nagar et al [15] YES NO YES NO Nassir and Perumal [14] YES YES NO NO Rathgeb et al [20] YES NO YES NO Kumar and Kumar [12] YES NO YES NO Li et al [13] YES NO YES NO Kaur and Sofat [35] YES NO NO NO Zhou and Ren [11] YES NO YES NO Toli and Preneel [10] YES YES NO NO Kaur and Khanna [18] YES NO YES NO Our proposed scheme YES YES YES YES complete the purpose task. Also, it allows us to use the IDN algorithm created, ensuring the anonymity of the records.…”

“…For many years, the main approach adopted to ensure biometric networks' security and privacy was applying biometric template techniques [1], [4]- [8]. The work of Ross et al [9] pushes a lot of achievements to deal with template protection using biometric cryptosystems [10]- [17] and cancelable biometric (feature transformations) [18]- [21]. Some of these works also address authentication, network security, privacy data, and processing power.…”

An efficient retrieval algorithm of encrypted speech based on inverse fast Fouriertransform and measurement matrix

“…Feature extraction is an important step in speech retrieval, with most research making use of perceptual hashes [7][8][9] or audio fingerprints [10][11][12]. In addition, in order to improve system security, some good methods have been applied, such as zero-leakage biometric protection [13], cancelable biometrics [14,15], biometrics hashing [16,17], and secret key generation [18].…”

“…However, the retrieval efficiency is not high due to its use of a high-complexity encryption algorithm. Cancelable biometrics [14,15] transform the original biometric identity of a user to a pseudo-biometric identity that is used for storage and matching purposes. The use of a pseudo-identity mitigates privacy risks and allows revocability in the case of compromise.…”