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An Overview of Privacy-Enhancing Technologies in Biometric Recognition

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

inferredcites →https://doi.org/10.1007/978-1-4419-5906-5_880openalex-snapshot
Biometric Encryption
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Handbook of Fingerprint Recognition
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Embedding Renewable Cryptographic Keys into Continuous Noisy Data
inferredcites →https://doi.org/10.1007/978-3-642-11207-2_7openalex-snapshot
A Quantitative Analysis of Indistinguishability for a Continuous Domain Biometric Cryptosystem
inferredcites →https://doi.org/10.1007/s10489-019-01432-5openalex-snapshot
Unsupervised privacy-enhancement of face representations using similarity-sensitive noise transformations
inferredcites →https://doi.org/10.1007/s10623-005-6343-zopenalex-snapshot
A Fuzzy Vault Scheme
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A comprehensive overview of feature representation for biometric recognition
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Biometric cryptosystems: a comprehensive survey
inferredcites →https://doi.org/10.1007/s12394-010-0062-yopenalex-snapshot
Privacy by design: the definitive workshop. A foreword by Ann Cavoukian, Ph.D
inferredcites →https://doi.org/10.1016/j.cose.2015.05.002openalex-snapshot
A taxonomy for privacy enhancing technologies
inferredcites →https://doi.org/10.1016/j.cose.2019.101700openalex-snapshot
Reversing the irreversible: A survey on inverse biometrics
inferredcites →https://doi.org/10.1016/j.cviu.2021.103247openalex-snapshot
Deep learning-based single image face depth data enhancement
inferredcites →https://doi.org/10.1016/j.eswa.2019.113114openalex-snapshot
A comprehensive survey on the biometric recognition systems based on physiological and behavioral modalities
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FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems
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Towards practical cancelable biometrics for finger vein recognition
inferredcites →https://doi.org/10.1016/j.jnca.2011.07.003openalex-snapshot
Dual-key-binding cancelable palmprint cryptosystem for palmprint protection and information security
inferredcites →https://doi.org/10.1016/j.patcog.2004.04.011openalex-snapshot
Biohashing: two factor authentication featuring fingerprint data and tokenised random number
inferredcites →https://doi.org/10.1016/j.patcog.2017.01.024openalex-snapshot
Multi-biometric template protection based on Homomorphic Encryption
inferredcites →https://doi.org/10.1016/j.patcog.2022.108609openalex-snapshot
SVC-onGoing: Signature verification competition
inferredcites →https://doi.org/10.1016/j.patrec.2022.07.015openalex-snapshot
GaitPrivacyON: Privacy-preserving mobile gait biometrics using unsupervised learning
inferredcites →https://doi.org/10.1017/s0020782900032873openalex-snapshot
Council of Europe: Convention for the Protection of Individuals with Regard to Automatic Processing of Personal Data
inferredcites →https://doi.org/10.1038/s41598-021-02179-1openalex-snapshot
Analyzing artificial intelligence systems for the prediction of atrial fibrillation from sinus-rhythm ECGs including demographics and feature visualization
inferredcites →https://doi.org/10.1049/bme2.12075openalex-snapshot
Hybrid biometric template protection: Resolving the agony of choice between bloom filters and homomorphic encryption
inferredcites →https://doi.org/10.1049/iet-bmt.2019.0076openalex-snapshot
Computational workload in biometric identification systems: an overview
inferredcites →https://doi.org/10.1049/pbse004e_ch8openalex-snapshot
Biometric template protection: state-of-the-art, issues and challenges
inferredcites →https://doi.org/10.1109/access.2020.2994960openalex-snapshot
PE-MIU: A Training-Free Privacy-Enhancing Face Recognition Approach Based on Minimum Information Units
inferredcites →https://doi.org/10.1109/avss.2013.6636641openalex-snapshot
Using face morphing to protect privacy
inferredcites →https://doi.org/10.1109/biosig52210.2021openalex-snapshot
Gait Authentication based on Spiking Neural Networks.
inferredcites →https://doi.org/10.1109/bsym.2008.4655523openalex-snapshot
Three factor scheme for biometric-based cryptographic key regeneration using iris
inferredcites →https://doi.org/10.1109/btas.2017.8272743openalex-snapshot
Soft biometric privacy: Retaining biometric utility of face images while perturbing gender
inferredcites →https://doi.org/10.1109/btas15009.2009openalex-snapshot
2009 IEEE 3rd International Conference on Biometrics: Theory, Applications, and Systems
inferredcites →https://doi.org/10.1109/btas46853.2019.9186002openalex-snapshot
The Effect of Broad and Specific Demographic Homogeneity on the Imposter Distributions and False Match Rates in Face Recognition Algorithm Performance
inferredcites →https://doi.org/10.1109/comst.2016.2582841openalex-snapshot
Data Collection and Wireless Communication in Internet of Things (IoT) Using Economic Analysis and Pricing Models: A Survey
inferredcites →https://doi.org/10.1109/fg47880.2020.00007openalex-snapshot
Learning privacy-enhancing face representations through feature disentanglement
inferredcites →https://doi.org/10.1109/icb19723.2012openalex-snapshot
2012 5th IAPR International Conference on Biometrics (ICB)
inferredcites →https://doi.org/10.1109/icccis56430.2022openalex-snapshot
2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)
inferredcites →https://doi.org/10.1109/iccvw60793.2023.00333openalex-snapshot
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations
inferredcites →https://doi.org/10.1109/iceic32351.2014openalex-snapshot
2014 International Conference on Electronics, Information and Communications (ICEIC)
inferredcites →https://doi.org/10.1109/iihmsp.2010.91openalex-snapshot
A Survey of the Security and Privacy Measures for Anonymous Biometric Authentication Systems
inferredcites →https://doi.org/10.1109/ijcb48548.2020.9304874openalex-snapshot
Beyond Identity: What Information Is Stored in Biometric Face Templates?
inferredcites →https://doi.org/10.1109/ijcb52358.2021openalex-snapshot
2021 IEEE International Joint Conference on Biometrics (IJCB)
inferredcites →https://doi.org/10.1109/iscsct.2008.226openalex-snapshot
Cracking Cancelable Fingerprint Template of Ratha
inferredcites →https://doi.org/10.1109/mmul.2014.65openalex-snapshot
Standardization of Biometric Template Protection
inferredcites →https://doi.org/10.1109/msp.2015.2427849openalex-snapshot
Biometric Template Protection: Bridging the performance gap between theory and practice
inferredcites →https://doi.org/10.1109/msp.2015.2434151openalex-snapshot
Cancelable Biometrics: A review
inferredcites →https://doi.org/10.1109/percomw.2012.6197507openalex-snapshot
A study of privacy settings errors in an online social network
inferredcites →https://doi.org/10.1109/radioelektronika52220.2021openalex-snapshot
2021 31st International Conference Radioelektronika (RADIOELEKTRONIKA)
inferredcites →https://doi.org/10.1109/sp.2009.24openalex-snapshot
Privacy Weaknesses in Biometric Sketches
inferredcites →https://doi.org/10.1109/tbiom.2020.3046620openalex-snapshot
Secure Triplet Loss: Achieving Cancelability and Non-Linkability in End-to-End Deep Biometrics
inferredcites →https://doi.org/10.1109/tbiom.2021.3115465openalex-snapshot
Biometrics: Trust, But Verify
inferredcites →https://doi.org/10.1109/tbiom.2022.3140472openalex-snapshot
Towards Protecting Face Embeddings in Mobile Face Verification Scenarios
inferredcites →https://doi.org/10.1109/tbiom.2022.3172724openalex-snapshot
An Attack on Facial Soft-Biometric Privacy Enhancement
inferredcites →https://doi.org/10.1109/tcsvt.2003.818349openalex-snapshot
An Introduction to Biometric Recognition
inferredcites →https://doi.org/10.1109/tdsc.2023.3319500openalex-snapshot
PrivacyProber: Assessment and Detection of Soft–Biometric Privacy–Enhancing Techniques
inferredcites →https://doi.org/10.1109/tifs.2009.2038760openalex-snapshot
A Hybrid Approach for Generating Secure and Discriminating Face Template
inferredcites →https://doi.org/10.1109/tifs.2015.2480381openalex-snapshot
What Else Does Your Biometric Data Reveal? A Survey on Soft Biometrics
inferredcites →https://doi.org/10.1109/tifs.2017.2753172openalex-snapshot
Ranking-Based Locality Sensitive Hashing-Enabled Cancelable Biometrics: Index-of-Max Hashing
inferredcites →https://doi.org/10.1109/tifs.2017.2788000openalex-snapshot
General Framework to Evaluate Unlinkability in Biometric Template Protection Systems
inferredcites →https://doi.org/10.1109/tifs.2020.2973832openalex-snapshot
BioTouchPass2: Touchscreen Password Biometrics Using Time-Aligned Recurrent Neural Networks
inferredcites →https://doi.org/10.1109/tifs.2020.3009590openalex-snapshot
SecureFace: Face Template Protection
inferredcites →https://doi.org/10.1109/tifs.2021.3096024openalex-snapshot
Privacy–Enhancing Face Biometrics: A Comprehensive Survey
inferredcites →https://doi.org/10.1109/tifs.2021.3124735openalex-snapshot
On the Security of Biometrics and Fuzzy Commitment Cryptosystems: A Study on Gait Authentication
inferredcites →https://doi.org/10.1109/tifs.2022.3228494openalex-snapshot
Biometric Template Protection for Neural-Network-Based Face Recognition Systems: A Survey of Methods and Evaluation Techniques
inferredcites →https://doi.org/10.1109/tifs.2023.3266170openalex-snapshot
Measuring Linkability of Protected Biometric Templates Using Maximal Leakage
inferredcites →https://doi.org/10.1109/tifs.2023.3274359openalex-snapshot
RAPP: Reversible Privacy Preservation for Various Face Attributes
inferredcites →https://doi.org/10.1109/tip.2020.3024026openalex-snapshot
PrivacyNet: Semi-Adversarial Networks for Multi-Attribute Face Privacy
inferredcites →https://doi.org/10.1109/tit.1973.1055015openalex-snapshot
On functionals satisfying a data-processing theorem
inferredcites →https://doi.org/10.1109/tkde.2019.2946162openalex-snapshot
A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective
inferredcites →https://doi.org/10.1109/tmm.2021.3071243openalex-snapshot
Disentangled Representation Learning for Cross-Modal Biometric Matching
inferredcites →https://doi.org/10.1109/tpami.2007.1087openalex-snapshot
Fingerprint Image Reconstruction from Standard Templates
inferredcites →https://doi.org/10.1109/tpami.2018.2827389openalex-snapshot
On the Reconstruction of Face Images from Deep Face Templates
inferredcites →https://doi.org/10.1109/tpami.2020.3015420openalex-snapshot
SensitiveNets: Learning Agnostic Representations with Application to Face Images
inferredcites →https://doi.org/10.1109/tpami.2020.3034267openalex-snapshot
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs
inferredcites →https://doi.org/10.1109/trustcom50675.2020openalex-snapshot
2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
inferredcites →https://doi.org/10.1109/wifs49906.2020openalex-snapshot
2020 IEEE International Workshop on Information Forensics and Security (WIFS)
inferredcites →https://doi.org/10.1111/1540-4560.00072openalex-snapshot
Social and Political Dimensions of Privacy
inferredcites →https://doi.org/10.1111/j.1541-1338.2011.00537.xopenalex-snapshot
Advances in Biometric Encryption: Taking Privacy by Design from Academic Research to Deployment
inferredcites →https://doi.org/10.1145/319709.319714openalex-snapshot
A fuzzy commitment scheme
inferredcites →https://doi.org/10.1145/3474085.3475367openalex-snapshot
Identity-Preserving Face Anonymization via Adaptively Facial Attributes Obfuscation
inferredcites →https://doi.org/10.1145/3503161.3548202openalex-snapshot
PRO-Face: A Generic Framework for Privacy-preserving Recognizable Obfuscation of Face Images
inferredcites →https://doi.org/10.1145/3510579openalex-snapshot
A Survey of Privacy Vulnerabilities of Mobile Device Sensors
inferredcites →https://doi.org/10.1147/sj.403.0614openalex-snapshot
Enhancing security and privacy in biometrics-based authentication systems
inferredcites →https://doi.org/10.1177/002070204900400405openalex-snapshot
The Universal Declaration of Human Rights
inferredcites →https://doi.org/10.1186/1687-417x-2011-3openalex-snapshot
A survey on biometric cryptosystems and cancelable biometrics
inferredcites →https://doi.org/10.2139/ssrn.2128146openalex-snapshot
Privacy by Design: A Counterfactual Analysis of Google and Facebook Privacy Incidents
inferredcites →https://doi.org/10.2139/ssrn.4220818openalex-snapshot
Benchmarking of Cancelable Biometrics for Deep Templates
inferredcites →https://doi.org/10.2307/41409971openalex-snapshot
Privacy in the Digital Age: a Review of Information Privacy Research in Information Systems1
inferredcites →https://doi.org/10.23919/biosig43974.2018openalex-snapshot
2018 International Conference of the Biometrics Special Interest Group (BIOSIG)
inferredcites →https://doi.org/10.32604/cmc.2022.025902openalex-snapshot
Cancellable Multi-Biometric Template Generation Based on Arnold Cat Map and Aliasing
inferredcites →https://doi.org/10.3390/s22030792openalex-snapshot
Mobile Contactless Fingerprint Recognition: Implementation, Performance and Usability Aspects
inferredcites →https://doi.org/10.3390/s23073566openalex-snapshot
A Review of Homomorphic Encryption for Privacy-Preserving Biometrics
inferredcites →https://doi.org/10.4218/etrij.09.0209.0137openalex-snapshot
Dictionary Attack on Functional Transform-Based Cancelable Fingerprint Templates
inferredcites →https://doi.org/10.48550/arxiv.2002.09181openalex-snapshot
Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition
inferredcites →https://doi.org/10.48550/arxiv.2302.13286openalex-snapshot
Benchmarking of Cancelable Biometrics for Deep Templates
inferredcites →https://doi.org/10.54648/337857openalex-snapshot
The Charter of the Fundamental Rights of the European Union
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A Survey of Homomorphic Encryption for Nonspecialists
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Face Recognition Vendor Test (FRVT) Part 8:

What points at this work

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

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Bicyclic‐Guanidinium Benzenesulfonate: A Fingerprint Monomer for Self‐Recognizably Recyclable Polyester with Antibacterial Performance
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Expert Strategies to Assist Laypeople in Making Decisions and Adopting Privacy-Enhancing Technologies
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Securing AI-Driven Biometric Authentication Systems: Cryptographic Techniques for Protecting Sensitive User Data
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Is Visual Realism Enough? Evaluating Gait Biometric Fidelity in Generative AI Human Animation
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Controllable face soft-biometric privacy enhancement based on attribute disentanglement
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Privacy preservation through makeup transfer for facial feature obfuscation
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Privacy-preserving robust hashing via 3D chaotic mapping for speech retrieval
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LDM-PGD: Face De-identification Privacy Protection Based on Latent Space Diffusion Models
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SwipeFormer: Transformers for mobile touchscreen biometrics
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Privacy preservation in face soft biometrics via attribute disentanglement
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Innovative Methods in the Identification of Deceased Persons during Armed Conflicts and Disasters: Criminalistic and Forensic Medical Issues
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The impact of privacy enhancing technologies in online mental health platforms on users’ disclosure intention
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Privacy-Preserving Techniques in Biometric Systems: Approaches and Challenges
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Cancelable Face Biometrics With Soft-Biometric Privacy Enhancement
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Is My Data in Your AI? Membership Inference Test (MINT) Applied to Face Biometrics
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Siamese mViT: Lightweight Biometric Facial Recognition for Edge Devices
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Enhancing User-Centric Security using Machine Learning Techniques for Continuous Authentication using Keystroke Dynamics
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The impacts of artificial intelligence techniques in augmentation of cyber security
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Cancelable Biometrics Based on Quaternion Adaptive Filter Optimization for Security Applications
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Privacy-Preserving Face Recognition Using Random Frequency Components
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Robust Face Recognition via Adaptive Thresholding and Multiple InsightFace Architectures on Customized Datasets
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Cancelable Facial Template Protection via Deep Hashing with AdaFace and MobileNetV3-Large
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Training-free Dimensionality Reduction via Feature Truncation: Enhancing Efficiency in Privacy-preserving Multi-Biometric Systems
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FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing
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Feature-Based Identity Unlearning Evaluation for Biometric Applications
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Gender Privacy Angular Constraints for Face Recognition
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IrisSPT: Cancelable Iris Template for Secure Authentication Based on Self-Parameterized Transform
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Keystroke-Aligned Body Motion Patterns for Short-Burst Continuous Smartphone Authentication: A Proof-of-Concept Study Using Motion Capture
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PrivacyProber: Assessment and Detection of Soft–Biometric Privacy–Enhancing Techniques
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Face-CPFNet: Leveraging Disentangled Representations for Dual-Level Soft- Biometric Privacy-Enhancement
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SIBNet: A Variational Information Bottleneck Framework for Suppressing Inference of Latent Speech Attributes
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FIBNet: Privacy-Enhancing Approach for Face Biometrics Based on the Information Bottleneck Principle
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Weakly-Supervised Prompt-Guided Privacy Enhancement for Soft-Biometric Attributes in Facial Images
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Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings
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Reversing Deep Face Embeddings with Probable Privacy Protection
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“It was Mentally Painful to Try and Stop”: Design Opportunities for Just-in-Time Interventions for People with Obsessive-Compulsive Disorder in the Real World
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Privacy Enhancing Technologies for Intelligent Healthcare: Research Challenges and Opportunities
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Mitigate authentication attack risk on cancelable biometrics by leveraging attacker knowledge
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Deep multi-biometric fuzzy commitment scheme: fusion methods and performance
inferred← citeshttps://doi.org/10.1186/s13640-025-00679-yopenalex-snapshot
Benchmarking of cancelable biometrics for deep templates
inferred← citeshttps://doi.org/10.12928/telkomnika.v22i1.25417openalex-snapshot
Philosophy design of single-trait based multi-feature biometric system
inferred← citeshttps://doi.org/10.15622/ia.25.3.10openalex-snapshot
Secure Biometric Authentication System for Embedded Systems with Limited Computing Resources
inferred← citeshttps://doi.org/10.2139/ssrn.6206760openalex-snapshot
A Neural Networks Based Temperature Control Scheme for Air-conditioning Zones with Thermopile Arrays
inferred← citeshttps://doi.org/10.21541/apjess.1705042openalex-snapshot
Artificial Intelligence Breakthroughs and Data Futures: A Retrospective and Prospective Review
inferred← citeshttps://doi.org/10.23919/eusipco63237.2025.11226044openalex-snapshot
Deep Multi-Finger Fuzzy Commitment
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Generating an Iris-based Seed for Key-pairs in a Blockchain Platform
inferred← citeshttps://doi.org/10.30574/gjeta.2024.19.2.0080openalex-snapshot
Big data and AI in employment: The dual challenge of workforce replacement and protecting customer privacy in biometric data usage
inferred← citeshttps://doi.org/10.3390/computers15040228openalex-snapshot
Modified Shamir Threshold Scheme for Secure Storage of Biometric Data
inferred← citeshttps://doi.org/10.4018/979-8-3693-6925-8.ch003openalex-snapshot
Assessing User Authentication and Authorization in Mobile Apps Ensuring Secure Access Control
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Face Morphing Attack Detection
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How does reducing the dimension of feature vectors impact Biometric Systems that use Homomorphic Encryption?
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Medical Physics and Laser Technology: Pioneering Advances in Diagnostic and Therapeutic Applications
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Design and Innovation of a Coin Sorter Device
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