Decentralized Biometric Authentication based on Fuzzy Commitments and Blockchain

Blockchain technology, which was introduced for supporting cryptocurrencies, today provides a decentralized infrastructure for general information storage and execution of algorithms, thus enabling the conversion of many applications and services from a centralized and intermediated model to a decentralized and disintermediated one. In this paper we focus on biometric authentication, which is classically performed using centralized systems, and could hence benefit from decentralization. For such a purpose, however, an inherent contradiction between biometric applications and blockchain technology must be overcome, as the former require keeping biometric features private, while blockchain is a public infrastructure. We propose a blockchain-based biometric authentication protocol that enables decentralization and resilience while protecting the privacy, personal data, and, in particular, biometric features of users. The protocol we propose leverages fuzzy commitment schemes to allow biometric authentication to be performed without disclosing biometric data. We also analyze the security of the protocol we propose by considering some relevant attacks.

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Publication Details

Published
2024-11-26
DOI
https://doi.org/10.1109/bcca62388.2024.10844492
Citations
6
Primary Topic
Biometric Identification and Security
Type
article
Field-Weighted Citation Impact
2.10
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article

Decentralized Biometric Authentication based on Fuzzy Commitments and Blockchain

Giulia Rafaiani, Massimo Battaglioni, Nibras Abo Alzahab, Franco Chiaraluce et al.
6 citations
Biometric Identification and Security
2.10
article

Decentralized Biometric Authentication based on Fuzzy Commitments and Blockchain

Giulia Rafaiani, Massimo Battaglioni, Nibras Abo Alzahab, Franco Chiaraluce, Marco Baldi
article en
6 citations

Abstract

Blockchain technology, which was introduced for supporting cryptocurrencies, today provides a decentralized infrastructure for general information storage and execution of algorithms, thus enabling the conversion of many applications and services from a centralized and intermediated model to a decentralized and disintermediated one. In this paper we focus on biometric authentication, which is classically performed using centralized systems, and could hence benefit from decentralization. For such a purpose, however, an inherent contradiction between biometric applications and blockchain technology must be overcome, as the former require keeping biometric features private, while blockchain is a public infrastructure. We propose a blockchain-based biometric authentication protocol that enables decentralization and resilience while protecting the privacy, personal data, and, in particular, biometric features of users. The protocol we propose leverages fuzzy commitment schemes to allow biometric authentication to be performed without disclosing biometric data. We also analyze the security of the protocol we propose by considering some relevant attacks.

Marche Polytechnic University (IT)
Openalex Percentile: Top 11%
Biometric Identification and Security
2.10
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