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Using deep learning techniques and genetic-based feature extraction for presentation attack mitigation

https://doi.org/10.1016/j.array.2020.100029

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4615-1539-5openalex-snapshot

Estimation of Distribution Algorithms

inferredcites →https://doi.org/10.1007/978-1-4615-1539-5_3openalex-snapshot

A Review on Estimation of Distribution Algorithms

inferredcites →https://doi.org/10.1007/978-3-658-40442-0_9openalex-snapshot

Generative Adversarial Nets

inferredcites →https://doi.org/10.1016/j.patrec.2015.02.009openalex-snapshot

Mobile Iris Challenge Evaluation (MICHE)-I, biometric iris dataset and protocols

inferredcites →https://doi.org/10.1016/s1085-5629(03)00076-2openalex-snapshot

Periocular reconstruction

inferredcites →https://doi.org/10.1109/2.820041openalex-snapshot

BiolD: a multimodal biometric identification system

inferredcites →https://doi.org/10.1109/btas.2010.5634531openalex-snapshot

Evaluation of biometric spoofing in a multimodal system

inferredcites →https://doi.org/10.1109/cvpr.2017.19openalex-snapshot

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

inferredcites →https://doi.org/10.1109/iccsn.2011.6014078openalex-snapshot

Applying a new functional model to improve the security of biometrie systems

inferredcites →https://doi.org/10.1109/infocoman.2016.7784263openalex-snapshot

A comparison of genetic based extraction methods for periocular recognition

inferredcites →https://doi.org/10.1109/isdpe.2010.15openalex-snapshot

A Security Enhanced Remote Password Authentication Scheme Using Smart Card

inferredcites →https://doi.org/10.1109/isdpe17048.2010openalex-snapshot

2010 Second International Symposium on Data, Privacy, and E-Commerce

inferredcites →https://doi.org/10.1109/iwbf.2017.7935108openalex-snapshot

Transferable deep convolutional neural network features for fingervein presentation attack detection

inferredcites →https://doi.org/10.1109/jproc.2003.819605openalex-snapshot

Comparing passwords, tokens, and biometrics for user authentication

inferredcites →https://doi.org/10.1109/jproc.2003.819611openalex-snapshot

Comparing passwords, tokens, and biometrics for user authentication

inferredcites →https://doi.org/10.1109/secon.2012.6197061openalex-snapshot

Genetic & Evolutionary Biometrics: Hybrid feature selection and weighting for a multi-modal biometric system

inferredcites →https://doi.org/10.1109/tcsvt.2003.818349openalex-snapshot

An Introduction to Biometric Recognition

inferredcites →https://doi.org/10.1109/tifs.2015.2398817openalex-snapshot

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection

inferredcites →https://doi.org/10.1109/tifs.2015.2404294openalex-snapshot

An Investigation of Local Descriptors for Biometric Spoofing Detection

inferredcites →https://doi.org/10.1109/tifs.2016.2561898openalex-snapshot

Detecting Facial Retouching Using Supervised Deep Learning

inferredcites →https://doi.org/10.1109/tpami.2002.1017623openalex-snapshot

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

inferredcites →https://doi.org/10.1109/tpami.2006.244openalex-snapshot

Face Description with Local Binary Patterns: Application to Face Recognition

inferredcites →https://doi.org/10.1145/2016039.2016092openalex-snapshot

Genetic based LBP feature extraction and selection for facial recognition

inferredcites →https://doi.org/10.1145/358790.358797openalex-snapshot

Password authentication with insecure communication

inferredcites →https://doi.org/10.1147/sj.403.0614openalex-snapshot

Enhancing security and privacy in biometrics-based authentication systems

inferredcites →https://doi.org/10.1504/ijipsi.2017.088690openalex-snapshot

Extending disposable feature templates for mitigating replay attacks

inferredcites →https://doi.org/10.1504/ijipsi.2017.10009578openalex-snapshot

Extending disposable feature templates for mitigating replay attacks

inferredcites →https://doi.org/10.15779/z38rv0d15jopenalex-snapshot

Deep Fakes: A Looming Challenge for Privacy

inferredcites →https://doi.org/10.17863/cam.51996openalex-snapshot

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

inferredcites →https://doi.org/10.2139/ssrn.3213954openalex-snapshot

Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security

inferredcites →https://doi.org/10.3156/jsoft.29.5_177_2openalex-snapshot

GAN（Generative Adversarial Nets）

inferredcites →https://doi.org/10.48550/arxiv.1408.5601openalex-snapshot

Learn Convolutional Neural Network for Face Anti-Spoofing

inferredcites →https://doi.org/10.48550/arxiv.1511.06434openalex-snapshot

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1812.08685openalex-snapshot

DeepFakes: a New Threat to Face Recognition? Assessment and Detection

inferredcites →https://doi.org/10.5281/zenodo.43982openalex-snapshot

Presentation Attack Detection Algorithm For Face And Iris Biometrics

inferredcites →https://doi.org/10.7551/mitpress/11585.003.0015openalex-snapshot

Ian Goodfellow’s Generative Adversarial Networks: AI Learns to Imagine

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11042-023-17854-wopenalex-snapshot

Fingerprint and Iris liveness detection using invariant feature-set

inferred← citeshttps://doi.org/10.1007/s44163-024-00138-zopenalex-snapshot

Exploring deep convolutional generative adversarial networks (DCGAN) in biometric systems: a survey study

inferred← citeshttps://doi.org/10.1016/j.array.2025.100494openalex-snapshot

Spoof speech classification using deep speaker embeddings and machine learning models

inferred← citeshttps://doi.org/10.1016/j.array.2025.100643openalex-snapshot

Mobile phone image-based framework for anti-copy pattern detection and classification

inferred← citeshttps://doi.org/10.1016/j.asej.2024.103057openalex-snapshot

Artificial rabbits optimization with transfer learning based deepfake detection model for biometric applications

inferred← citeshttps://doi.org/10.1109/icict68280.2026.11511032openalex-snapshot

A Hybrid Deep Learning Approach Combining CNN and Vision Transformer for Deepfake Detection

inferred← citeshttps://doi.org/10.12720/jait.17.10.1842-1866openalex-snapshot

A Systematic Review of Facial Data Augmentation for Deepfake Detection

inferred← citeshttps://doi.org/10.2139/ssrn.5592999openalex-snapshot

Mobile Phone Image-Based Framework for Anti-Copy Pattern Detection and Classification

inferred← citeshttps://doi.org/10.4028/p-0wnidropenalex-snapshot

Future of Artificial Intelligence in Developing a Sustainable Intelligent Engineering Systems: A Review

inferred← citeshttps://doi.org/10.53759/7669/jmc202505202openalex-snapshot

Enhancing Spoof Detection in Automatic Speaker Verification Using CQCC Optimization and ViT Architecture

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