Privacy Matters

Deliverables

Manuscripts of stateoftheart review papers of ESR1214

Manuscripts of state-of-the-art review papers of ESR1-5

Manuscripts of stateoftheart review papers of ESR15

Publications

E2F-GAN: Eyes-to-Face Inpainting via Edge-Aware Coarse-to-Fine GANs

Author(s): Ahmad Hassanpour, Amir Etefaghi Daryani, Mahdieh Mirmahdi, Kiran Raja, Bian Yang, Christoph Busch, Julian Fierrez
Published in: IEEE Access, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3160174

Transferability analysis of adversarial attacks on gender classification to face recognition: Fixed and variable attack perturbation

Author(s): Zohra Rezgui, Amina Bassit, Raymond Veldhuis
Published in: IET Biometrics, 26341573, 2022, ISSN 2634-1573
Publisher: John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology
DOI: 10.1049/bme2.12082

SetMargin loss applied to deep keystroke biometrics with circle packing interpretation

Author(s): Aythami Morales, Julian Fierrez, Alejandro Acien, Ruben Tolosana, Ignacio Serna
Published in: Pattern Recognition, 122, 2022, Page(s) 108283, ISSN 0031-3203
Publisher: Pergamon Press
DOI: 10.1016/j.patcog.2021.108283

DeepSign: Deep On-Line Signature Verification

Author(s): Ruben Tolosana; Ruben Vera-Rodriguez; Julian Fierrez; Javier Ortega-Garcia
Published in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 9, 2021, ISSN 2637-6407
Publisher: IEEE transactions on biometrics, behavior, and identity science.
DOI: 10.1109/tbiom.2021.3054533

Differential Privacy Preservation in Robust Continual Learning

Author(s): Ahmad Hassanpour; Majid Moradikia; Bian Yang; Ahmed Abdelhadi; Christoph Busch; Julian Fierrez
Published in: IEEE Access, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3154826

A Comprehensive Study on Face Recognition Biases Beyond Demographics

Author(s): Terhörst, Philipp; Kolf, Jan Niklas; Huber, Marco; Kirchbuchner, Florian; Damer, Naser; Morales, Aythami; Fierrez, Julian; Kuijper, Arjan
Published in: IEEE Trans. on Technology and Society, 4, 2021, ISSN 2332-564X
Publisher: Computer Vision and Pattern Recognition
DOI: 10.1109/tts.2021.3111823

Mobile Behavioral Biometrics for Passive Authentication

Author(s): Giuseppe Stragapede and Ruben Vera-Rodriguez and Ruben Tolosana and Aythami Morales and Alejandro Acien and Gaël Le Lan
Published in: Pattern Recognition Letters, 2022, ISSN 0167-8655
Publisher: Elsevier BV
DOI: 10.1016/j.patrec.2022.03.014

Hybrid Biometric Template Protection: Resolving the Agony of Choice between Bloom Filters and Homomorphic Encryption

Author(s): Amina Bassit, Florian Hahn, Raymond Veldhuis, Andreas Peter
Published in: IET Biometrics Journal, 2022, ISSN 2047-4938
Publisher: The Institution of Engineering and Technology
DOI: 10.1049/bme2.12075

Deepfakes and beyond: A Survey of face manipulation and fake detection

Author(s): R. Tolosana, R. Vera-Rodriguez, J. Fierrez, A. Morales and J. Ortega-Garcia
Published in: Information Fusion, 2020, ISSN 2707-8787
Publisher: Information Fusion
DOI: 10.1016/j.inffus.2020.06.014

BeCAPTCHA: Behavioral bot detection using touchscreen and mobile sensors benchmarked on HuMIdb

Author(s): Alejandro Acien, Aythami Morales, Julian Fierrez, Ruben Vera-Rodriguez, Oscar Delgado-Mohatar
Published in: Engineering Applications of Artificial Intelligence, 98, 2021, Page(s) 104058, ISSN 0952-1976
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2020.104058

GaitPrivacyON: Privacy-preserving mobile gait biometrics using unsupervised learning

Author(s): Paula Delgado-Santos and Ruben Tolosana and Richard Guest and Ruben Vera-Rodriguez and Farzin Deravi and Aythami Morales
Published in: Pattern Recognition Letters, 01678655, 2022, ISSN 0167-8655
Publisher: Elsevier BV
DOI: 10.1016/j.patrec.2022.07.015

A Survey of Privacy Vulnerabilities of Mobile Device Sensors

Author(s): Paula Delgado-Santos, Giuseppe Stragapede, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
Published in: ACM Computing Surveys, 2022, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3510579

GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection

Author(s): Joao C. Neves, Ruben Tolosana, Ruben Vera-Rodriguez, Vasco Lopes, Hugo Proenca, Julian Fierrez
Published in: IEEE Journal of Selected Topics in Signal Processing, 14/5, 2020, Page(s) 1038-1048, ISSN 1932-4553
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstsp.2020.3007250

A Comprehensive Study on Face Recognition Biases Beyond Demographics

Author(s): Philipp Terhorst; Jan Niklas Kolf; Marco Huber; Florian Kirchbuchner; Naser Damer; Aythami Morales; Julian Fierrez; Arjan Kuijper
Published in: Crossref, 5, 2021, ISSN 0031-3203
Publisher: Pergamon Press
DOI: 10.1109/tts.2021.3111823

BehavePassDB: Public Database for Mobile Behavioral Biometrics and Benchmark Evaluation

Author(s): Giuseppe Stragapede; Ruben Vera-Rodriguez; Ruben Tolosana; Aythami Morales
Published in: Pattern Recognition, 1, 2023, ISSN 1873-5142
Publisher: Elsevier
DOI: 10.48550/arxiv.2206.02502

Fast and Accurate Likelihood Ratio Based Biometric Verification Secure Against Malicious Adversaries

Author(s): Amina Bassit; Florian Hahn; Joep Peeters; Tom Kevenaar; Raymond Veldhuis; Andreas Peter
Published in: Crossref, 10, 2021, ISSN 1556-6021
Publisher: IEEE
DOI: 10.1109/tifs.2021.3122823

Security, Privacy, and Usability in Continuous Authentication: A Survey

Author(s): Ahmed Fraz Baig, Sigurd Eskeland
Published in: Sensors, 21/17, 2021, Page(s) 5967, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21175967

Privacy Predictive Models for Homecare Patient Sensing.

Author(s): Luyi Sun, Bian Yang, Egil Utheim, Hao Luo
Published in: Personal Health Informatics, 2022, ISBN 978-3-031-07695-4
Publisher: Springer
DOI: 10.1007/978-3-031-07696-1_11

Biometrics Security

Author(s): J. Fierrez, A. Morales and Javier Ortega-Garcia
Published in: Encyclopedia of Cryptography, Security and Privacy, 2021
Publisher: Springer
DOI: 10.1007/978-3-642-27739-9_1603-1

Will new definitions of emotion recognition and biometric data hamper the objectives of the proposed AI Act?

Author(s): J. Czarnocki
Published in: 2021
Publisher: 2021 International Conference of the Biometrics Special Interest Group (BIOSIG)
DOI: 10.1109/biosig52210.2021.9548285

A Generic Privacy-preserving Protocol for Keystroke Dynamics-based Continuous Authentication

Author(s): Ahmed Fraz Baig, Sigurd Eskeland
Published in: In Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT, 2022 , Lisbon, Portugal, 2022, Page(s) 491-498, ISBN 978-989-758-590-6
Publisher: SciTePress
DOI: 10.5220/0011141400003283

Personal data processing by device-centric AI: A safe harbor for data controllers?,

Author(s): Sumer Bilgesu
Published in: 2021
Publisher: KU Leuven CiTiP

Analyzing INFOGAN’s potential for exploring demographic information in facial images

Author(s): Zohra Rezgui, Jasper Goseling, Raymond Veldhuis
Published in: SITB 2021 Proceedings, 2021, Page(s) 13 - 20
Publisher: WIC Symposium 2021

SensitiveNets: Learning Agnostic Representations with Application to Face Images

Author(s): A. Morales, J. Fierrez, R. Vera-Rodriguez and R. Tolosana
Published in: SensitiveNets: Learning Agnostic Representations with Application to Face Recognition, 2021
Publisher: IEEE Transactions on Pattern Analysis and Machine Intelligence

TypeNet: Deep Learning Keystroke Biometrics

Author(s): A. Acien, A. Morales, J. V. Monaco, R. Vera-Rodriguez and J. Fierrez
Published in: 2021
Publisher: Computer Vision and Pattern Recognition

DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation

Author(s): Hernandez-Ortega, Javier; Tolosana, Ruben; Fierrez, Julian; Morales, Aythami
Published in: 2, 2021
Publisher: Arxiv

Mobile Passive Authentication through Touchscreen and Background Sensor Data

Author(s): Giuseppe Stragapede, Ruben Vera-Rodriguez, Ruben Tolosana, Aythami Morales, Alejandro Acien, Gael Le Lan
Published in: 2022 International Workshop on Biometrics and Forensics (IWBF), 2022, ISBN 978-1-6654-6962-3
Publisher: IEEE
DOI: 10.1109/iwbf55382.2022.9794524

Response Center Services: An Exploratory Study

Author(s): Luyi Sun, Bian Yang
Published in: pHealth 2022, 2022, ISBN 978-1-64368-348-5
Publisher: IOS Press
DOI: 10.3233/shti220963

Transferability Analysis of an Adversarial Attack on Gender Classification to Face Recognition

Author(s): Zohra Rezgui, Amina Bassit
Published in: 2021 International Conference of the Biometrics Special Interest Group (BIOSIG), 2021, Page(s) 1-7, ISBN 978-1-6654-2693-0
Publisher: IEEE
DOI: 10.1109/biosig52210.2021.9548308

Assessing Software Privacy using the Privacy Flow-Graph

Author(s): Feiyang Tang, Bjarte M. Østvold
Published in: International Workshop on Mining Software Repositories Applications for Privacy and Security (MSR4P&S 22), 2022, ISBN 978-1-4503-9457-4
Publisher: ACM
DOI: 10.48550/arxiv.2209.02948

International academic report on appropriate safeguards under Article 89(1) GDPR for the processing of personal data for scientific research

Author(s): Kindt, Els; Fontanillo López, César Augusto; Bergholm, Jenny; Czarnocki, Jan
Published in: 2021
Publisher: KU Leuven

Cryptanalysis of a Privacy-preserving Behavior-oriented Authentication Scheme

Author(s): Sigurd Eskeland, Ahmed Fraz Baig
Published in: In Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT, 2022 , Lisbon, Portugal, 2022, Page(s) 299-304, ISBN 978-989-758-590-6
Publisher: SciTePress
DOI: 10.5220/0011140300003283

A Survey of Privacy Vulnerabilities of Mobile Device Sensors

Author(s): Delgado-Santos, Paula; Stragapede, Giuseppe; Tolosana, Ruben; Guest, Richard; Deravi, Farzin; Vera-Rodriguez, Ruben
Published in: Human-Computer Interaction, 10, 2021
Publisher: arXiv

Your Privacy Preference Matters: A Qualitative Study Envisioned for Homecare

Author(s): Luvi Sun; Bian Yang
Published in: Crossref, 2, 2021
Publisher: Crossref
DOI: 10.1109/iscc53001.2021.9631403

Bloom Filter vs Homomorphic Encryption: Which approach protects the biometric data and satisfies ISO/IEC 24745?

Author(s): Amina Bassit, Florian Hahn, Chris Zeinstra, Raymond Veldhuis, Andreas Peter
Published in: 2021 International Conference of the Biometrics Special Interest Group (BIOSIG), 2021, Page(s) 1-6, ISBN 978-1-6654-2693-0
Publisher: IEEE
DOI: 10.1109/biosig52210.2021.9548304

The new digital identity Regulation proposal and the EU data protection Regime

Author(s): Sumer Bilgesu and Schroers Jessica
Published in: 2021
Publisher: KU Leuven CiTip

OTB-morph: One-Time Biometrics via Morphing applied to Face Templates

Author(s): Mahdi Ghafourian, Julian Fierrez, Ruben Vera-Rodriguez, Ignacio Serna, Aythami Morales
Published in: IEEE/CVF Winter Conf. on Applications of Computer Vision Workshops (WACVw), 2022
Publisher: IEEE
DOI: 10.1109/wacvw54805.2022.00038

The rising tension in crypto wars: security through or despite encryption?

Author(s): Sumer Bilgesu
Published in: 2020
Publisher: KU Leuven CiTip

Blockchain meets Biometrics: Concepts, Application to Template Protection, and Trends

Author(s): Delgado-Mohatar, Oscar; Fierrez, Julian; Tolosana, Ruben; Vera-Rodriguez, Ruben
Published in: 2, 2021
Publisher: Arxiv

New Extensive Guidelines on the Use of Facial Recognition by the Council of Europe

Author(s): Jasserand, C., Fontanillo López, C., Belkadi, L., Czarnocki, J., Özal, M., Sumer, B., Kindt, E.
Published in: 2021
Publisher: European Biometric Association (EAB)

Good intentions, unintended consequences? How the Proposal for the AI Act might kick innovation out of the EU

Author(s): J. Czarnocki
Published in: 2021
Publisher: KU Leuven

Privacy Paradox, Privacy Business and Privacy Enhancing Technologies - Not Even a Penny Given for More Privacy

Author(s): J. Czarnocki
Published in: 2021
Publisher: KU Leuven

Deliverables

Publications

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