UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 11
November-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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JETIR2311070


Registration ID:
527455

Page Number

a554-a559

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Title

Deep representations for Face and Fingerprint Spoofing Detection

Abstract

Biometrics systems have significantly improved person identification and authentication, playing an important role in personal, national, and global security. However, these systems might be deceived (or “spoofed”) and, despite the recent advances in spoofing detection, current solutions often rely on domain knowledge, specific biometric reading systems, and attack types. We assume a very limited knowledge about biometric spoofing at the sensor to derive outstanding spoofing detection systems for iris, face, and fingerprint modalities based on two deep learning approaches. The first approach consists of learning suitable convolutional network architectures for each domain, while the second approach focuses on learning the weights of the network via backpropagation. We consider nine biometric spoofing benchmarks each one containing real and fake samples of a given biometric modality and attack type and learn deep representations for each benchmark by combining and contrasting the two learning approaches.

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"Deep representations for Face and Fingerprint Spoofing Detection", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 11, page no.a554-a559, November-2023, Available :http://www.jetir.org/papers/JETIR2311070.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Deep representations for Face and Fingerprint Spoofing Detection", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 11, page no. ppa554-a559, November-2023, Available at : http://www.jetir.org/papers/JETIR2311070.pdf

Publication Details

Published Paper ID: JETIR2311070
Registration ID: 527455
Published In: Volume 10 | Issue 11 | Year November-2023
DOI (Digital Object Identifier):
Page No: a554-a559
Country: Suchitra, Telangana, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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