Desafíos éticos y normativos de la Autenticación biométrica con Inteligencia Artificial

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dc.contributor.advisorContreras Ortiz, Martha Susana
dc.contributor.authorVillanueva Arias, Juan Felipe
dc.contributor.corporatenameUniversidad Santo Tomás
dc.contributor.cvlachttps://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000901571
dc.contributor.googlescholarhttps://scholar.google.com/citations?user=fxmDbqoAAAAJ&hl=en
dc.date.accessioned2026-07-14T22:37:41Z
dc.date.available2026-07-14T22:37:41Z
dc.date.issued2026-07-10
dc.descriptionLa principal cuestión que se aborda son las crecientes vulnerabilidades de los sistemas de autenticación biométrica frente a las capacidades emergentes de la Inteligencia Artificial, esto generando a su vez desafíos éticos y normativos sin precedentes que comprometen la integridad, privacidad y confianza en estos sistemas de seguridad.
dc.description.abstractThe main issue addressed is the growing vulnerabilities of biometric authentication systems in the face of emerging capabilities in artificial intelligence, which in turn creates unprecedented ethical and regulatory challenges that compromise the integrity, privacy, and trust in these security systems.
dc.description.degreelevelPregradospa
dc.description.degreenameIngeniero Informáticospa
dc.description.domainhttp://www.ustatunja.edu.co/investigacion
dc.format.mimetypeapplication/pdf
dc.identifier.citationVillanueva Arias, J. F. (2026). Desafíos éticos y normativos de la Autenticación biométrica con Inteligencia Artificial [Trabajo de Grado, Universidad Santo Tomás].Repositorio Institucional
dc.identifier.instnameinstname:Universidad Santo Tomásspa
dc.identifier.reponamereponame:Repositorio Institucional Universidad Santo Tomásspa
dc.identifier.repourlrepourl:https://repository.usta.edu.cospa
dc.identifier.urihttp://hdl.handle.net/11634/73186
dc.language.isospa
dc.publisherUniversidad Santo Tomásspa
dc.publisher.branchCRAI-USTA Tunja
dc.publisher.facultyFacultad de Ingeniería de Sistemasspa
dc.publisher.programIngeniería Informáticaspa
dc.relation.referencesAI Deepfakes: A Threat to Facial Biometric Authentication. (2025). BairesDev.
dc.relation.referencesAlshehri, H. (2025). Developing multi-factor authentication and biometric verification protocols for enhancing data security in IoT healthcare devices. En 2025 17th International Conference on Computer and Automation Engineering (ICCAE 2025) (pp. https://doi.org/10.1109/ICCAE64891.2025.10980555
dc.relation.referencesAWS. (2025). Amazon Web Services documentation.
dc.relation.referencesBayometric. (2024). Biometric technology resources.
dc.relation.referencesBendiab, G., Haiouni, H., Moulas, I., & Shiaeles, S. (2025). Deepfakes in digital media forensics: Generation, AI-based detection and challenges. Journal of Information Security and Applications, https://doi.org/10.1016/j.jisa.2024.103935
dc.relation.referencesBioCatch. (2025). Behavioral biometrics.
dc.relation.referencesBehavioSec. (2024). Behavioral biometric authentication.
dc.relation.referencesBlanco Gonzalo, R., Corsetti, B., Goicoechea-Telleria, I., Husseis, A., Liu Jimenez, J., Sanchez-Reillo, R., Eglitis, T., Ellavarason, E., Guest, R., Lunerti, C., Azimi, M., Khiarak, J., Ezennaya-Gomez, S., Whiskerd, N., Kuzu, R., & Okoh, E. (2018). Attacking a smartphone biometric fingerprint system: A novice's approach. En Proceedings - International Carnahan Conference on Security Technology https://doi.org/10.1109/CCST.2018.8585726
dc.relation.referencesBredin, H., Yin, R., Coria, J. M., Gelly, G., Korshunov, P., Lavechin, M., Fustes, D., Titeux, H., Bourmeau, W., & Gill, M.-P. (2020). Pyannote.audio: Neural building blocks for speaker diarization. En ICASSP 2020.
dc.relation.referencesCzeschik, C. (2018). Black market value of patient data. En D. Linnhoff-Popien, R. Schneider, & M. Zaddach (Eds.), Digital Marketplaces Unleashed (pp. 883-893). Springer. https://doi.org/10.1007/978-3-662-49275-8_78
dc.relation.referencesDaon. (2025). Identity verification and authentication solutions.
dc.relation.referencesDhingra-Kumar, N., Brusaferro, S., & Arnoldo, L. (2021). Patient safety in the world. En B. Donaldson, S. Sheridan, & P. Tartaglia (Eds.), Textbook of Patient Safety and Clinical Risk Management (pp. 93-98). Springer. https://doi.org/10.1007/978-3-030-59403-9_8
dc.relation.referencesEnvista Forensics. (2024). Digital forensics and biometric analysis.
dc.relation.referencesEthical considerations in the use of facial recognition for public safety. (2026). IEEE Public Safety Technology. https://publicsafety.ieee.org/topics/ethical-considerations-in-the-use-of facial-recognition-for-public-safety/
dc.relation.referencesFacia. (2024). Face liveness detection and recognition.
dc.relation.referencesGelb, A., & Krishnan, N. (2018). Biometrics for development: Benefits and risks. Center for Global Development.
dc.relation.referencesGoicoechea-Telleria, I., Liu-Jimenez, J., Sanchez-Reillo, R., & Ponce-Hernandez, W. (2016). Vulnerabilities of biometric systems integrated in mobile devices: An evaluation. En Proceedings - International Carnahan Conference on Security https://doi.org/10.1109/CCST.2016.7815677
dc.relation.referencesHyperVerge. (2024). AI-powered identity verification.
dc.relation.referencesIEEE SA. (2021). IEEE 2410-2021 - Standard for biometric privacy. IEEE Standards Association. https://standards.ieee.org/ieee/2410/7746/
dc.relation.referencesIncode Technologies. (2024). Identity verification platform.
dc.relation.referencesKavanagh, M. M., Baral, S. D., Milanga, M., & Sugarman, J. (2019). Biometrics and public health surveillance in criminalised and key populations: Policy, ethics, and human rights considerations. The Lancet HIV, 6(1), e51-e59. https://doi.org/10.1016/S2352-3018(18)30243-1
dc.relation.referencesKeyless. (2023). Biometric authentication without passwords.
dc.relation.referencesKeyless. (2024). Passwordless biometric security.
dc.relation.referencesKyriakou, K., Apostolaras, A., Velentzas, P., Syrigos, I., Maglavera, S., Evangelatos, S., Veroni, E., & Korakis, T. (2024). Biometrics data space: Ensuring trustworthy and secure data exchange for suspect identification. En EEITE 2024 - Proceedings of 2024 5th International Conference in Electronic Engineering, Information Technology and Education. https://doi.org/10.1109/EEITE61750.2024.10654448
dc.relation.referencesLabayen, M., Vea, R., Florez, J., Aginako, N., & Sierra, B. (2021). Online student authentication and proctoring system based on multimodal biometrics technology. IEEE Access, https://doi.org/10.1109/ACCESS.2021.3079375
dc.relation.referencesLiebana-Cabanillas, F., Ghazanfar, A. A., Higueras-Castillo, E., & Wagner, R. (2025). Press to pay: The power of biometrics in financial transactions investigated by PLS-SEM, fsQCA, and NCA. Technological Forecasting and Social Change, https://doi.org/10.1016/j.techfore.2025.124365
dc.relation.referencesMaiti, D., Basak, M., & Das, D. (2025). A review on fingerprint based authentication: Its challenges and applications. Computer Science Review, 57, 100735. https://doi.org/10.1016/j.cosrev.2025.100735
dc.relation.referencesMarcel, S., Fierrez, J., & Evans, N. (Eds.). (2023). Handbook of biometric anti spoofing. Advances in Computer Vision and Pattern Recognition. Springer. https://doi.org/10.1007/978-981-19-5288-3
dc.relation.referencesMicrosoft Azure. (2025). Azure AI and biometric services.
dc.relation.referencesMontgomery, C., & Wei, E. (2023). Patient identification. En Patient Safety: A Case-Based Innovative Playbook for Safer Care (2.a ed., pp. 75-87). Springer. https://doi.org/10.1007/978-3-031-35933-0_6
dc.relation.referencesNEC Corporation. (2024). Biometric identification solutions.
dc.relation.referencesNuData Security. (2024). Behavioral analytics and biometrics.
dc.relation.referencesOpenAI. (2025). OpenAI platform documentation.
dc.relation.referencesPage, M. J., Moher, D., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hrobjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., & McKenzie, J. E. (2021). PRISMA 2020 explanation and elaboration: Updated guidance and exemplars for reporting systematic reviews. The BMJ, 372, n160. https://doi.org/10.1136/BMJ.N160
dc.relation.referencesParker, S., & Ray, A. (2022). Biometric systems in modern security frameworks.
dc.relation.referencesPRISMA Statement. (2025). Preferred Reporting Items for Systematic Reviews and Meta-Analyses. https://www.prisma-statement.org/
dc.relation.referencesQamar, A., Karim, A., & Chang, V. (2019). Mobile malware attacks: Review, taxonomy & future directions. Future Generation Computer Systems, 97, 887-909. https://doi.org/10.1016/j.future.2019.03.007
dc.relation.referencesReal Python. (2024). Python tutorials and resources.
dc.relation.referencesRegula Forensics. (2025). Document and biometric verification.
dc.relation.referencesA review of privacy-preserving biometric identification and authentication protocols. (2025). ScienceDirect. https://www.sciencedirect.com/science/article/abs/pii/S016740482400615 1
dc.relation.referencesROC.ai. (2023). Biometric algorithm solutions.
dc.relation.referencesSaraswat, D., Ladhiya, K., Bhattacharya, P., & Zuhair, M. (2022). PHBio: A Paillier homomorphic biometric encryption scheme in Healthcare 4.0 ecosystems. En Proceedings of 3rd International Conference on Intelligent Engineering and Management (ICIEM 2022)
dc.relation.referencesSecurity101. (2022). Physical security and access control.
dc.relation.referencesSun, Z., & Liu, Z. (2025). Ensuring privacy in face recognition: A survey on data generation, inference and storage. Discover Applied Sciences, 7(5), 441. https://doi.org/10.1007/s42452-025-06987-2
dc.relation.referencesSumsub. (2025). Identity verification platform.
dc.relation.referencesTanwar, S., Tyagi, S., Kumar, N., & Obaidat, M. S. (2019). Ethical, legal, and social implications of biometric technologies. En Biometric-Based Physical and Cybersecurity Systems (pp. 535-569). Springer. https://doi.org/10.1007/978-3-319-98734-7_21
dc.relation.referencesTertulino, R., Antunes, N., & Morais, H. (2023). Privacy in electronic health records: A systematic mapping study. Journal of Public Health, 32(3), 435 454. https://doi.org/10.1007/s10389-022-01795-z
dc.relation.referencesTipsOI. (2024). Biometric identification resources.
dc.relation.referencesTypingDNA. (2024). Typing biometrics for authentication
dc.relation.referencesVandana, & Kaur, N. (2021). A study of biometric identification and verification system. En 2021 International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE 2021) (pp. 60-64). https://doi.org/10.1109/ICACITE51222.2021.9404735
dc.relation.referencesVerazial. (2025). Biometric verification solutions.
dc.relation.referencesYang, Y. (2025). Racial bias in AI-generated images. AI & Society, 40(7), 5425 5437. https://doi.org/10.1007/s00146-025-02282-1
dc.rights.accessrightsinfo:eu-repo/semantics/openAccess
dc.rights.coarhttp://purl.org/coar/access_right/c_abf2
dc.rights.localAbierto (Texto Completo)spa
dc.subject.keywordBiometric Authentication
dc.subject.keywordArtificial Intelligence
dc.subject.keywordCybersecurity
dc.subject.keywordRegulations
dc.subject.keywordEthical Challenges
dc.subject.proposalAutenticación biométrica
dc.subject.proposalInteligencia Artificial,
dc.subject.proposalCiberseguridad,
dc.subject.proposalNormatividad
dc.subject.proposalDesafíos éticos
dc.titleDesafíos éticos y normativos de la Autenticación biométrica con Inteligencia Artificial
dc.typebachelor thesis
dc.type.coarhttp://purl.org/coar/resource_type/c_7a1f
dc.type.coarversionhttp://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.driveinfo:eu-repo/semantics/bachelorThesis
dc.type.localTrabajo de gradospa
dc.type.versioninfo:eu-repo/semantics/acceptedVersion

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