Privacy Matters

Resultado final

Manuscripts of 1st scientific papers of ESR12-14
Manuscripts of 1st scientific papers of ESR1-5
Description of and links to first results (software, datasets, reports) achieved in WP4
3rd PriMa Workshop
2nd PriMa Research Conference
Training material
Manuscripts of 2nd scientific papers of ESR6-11
Description of and links to final results (software, datasets, reports) achieved in WP5
Manuscripts of 2nd scientific papers of ESR1-5
1st PriMa Research Conference
3rd PriMa Research Conference
1st PriMa Workshop
Manuscripts of state-of-the-art review papers of ESR6-11
Description of and links to first results (software, datasets, reports) achieved in WP5
PriMa website
Dissemination Workshop
Manuscripts of 2nd scientific papers of ESR12-14
Mid-term dissemination event
2nd PriMa Workshop
Manuscripts of state-of-the-art review papers of ESR12-14

Manuscripts of stateoftheart review papers of ESR1214

Description of and links to first results (software, datasets, reports) achieved in WP6
Description of and links to final results (software, datasets, reports) achieved in WP4
Manuscripts of 1st scientific papers of ES6-11
Manuscripts of state-of-the-art review papers of ESR1-5

Manuscripts of stateoftheart review papers of ESR15

Description of and links to final results (software, datasets, reports) achieved in WP6

Dissemination and Communication Strategy
Detailed Training and Mobility Plan
Final report on Training
Mid-term report on Training

Publicaciones

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

Autores: Ahmad Hassanpour, Amir Etefaghi Daryani, Mahdieh Mirmahdi, Kiran Raja, Bian Yang, Christoph Busch, Julian Fierrez
Publicado en: IEEE Access, 2022, ISSN 2169-3536
Editor: 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

Autores: Zohra Rezgui, Amina Bassit, Raymond Veldhuis
Publicado en: IET Biometrics, Edición 26341573, 2022, ISSN 2634-1573
Editor: John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology
DOI: 10.1049/bme2.12082

Improved Multiplication-Free Biometric Recognition Under Encryption

Autores: Amina Bassit; Florian Hahn; Raymond Veldhuis; Andreas Peter
Publicado en: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2023, ISSN 2637-6407
Editor: IEEE
DOI: 10.1109/tbiom.2023.3340306

Differential Privacy Preservation in Robust Continual Learning

Autores: Ahmad Hassanpour; Majid Moradikia; Bian Yang; Ahmed Abdelhadi; Christoph Busch; Julian Fierrez
Publicado en: IEEE Access, 2022, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3154826

A Comprehensive Study on Face Recognition Biases Beyond Demographics

Autores: Terhörst, Philipp; Kolf, Jan Niklas; Huber, Marco; Kirchbuchner, Florian; Damer, Naser; Morales, Aythami; Fierrez, Julian; Kuijper, Arjan
Publicado en: IEEE Trans. on Technology and Society, Edición 4, 2021, ISSN 2332-564X
Editor: Computer Vision and Pattern Recognition
DOI: 10.1109/tts.2021.3111823

M-GaitFormer: Mobile biometric gait verification using Transformers

Autores: Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Ruben Vera-Rodriguez, Julian Fierrez
Publicado en: Engineering Applications of Artificial Intelligence, 2023, ISSN 0952-1976
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2023.106682

Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation

Autores: Stragapede, G., Vera-Rodriguez, R., Tolosana, R., Morales, A., Damer, N., Fierrez, J., & Ortega-Garcia, J.
Publicado en: IEEE Access, 2023, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3345452

SwipeFormer: Transformers for mobile touchscreen biometrics

Autores: Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Parker Lamb, Andrei Khmelnitsky, Colm Coughlan, Julian Fierrez
Publicado en: Expert Systems with Applications, 2024, ISSN 0957-4174
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2023.121537

Exploring transformers for behavioural biometrics: A case study in gait recognition

Autores: Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
Publicado en: Pattern Recognition, 2023, ISSN 0031-3203
Editor: Pergamon Press
DOI: 10.1016/j.patcog.2023.109798

Mobile Behavioral Biometrics for Passive Authentication

Autores: Giuseppe Stragapede and Ruben Vera-Rodriguez and Ruben Tolosana and Aythami Morales and Alejandro Acien and Gaël Le Lan
Publicado en: Pattern Recognition Letters, 2022, ISSN 0167-8655
Editor: Elsevier BV
DOI: 10.1016/j.patrec.2022.03.014

Visual Indicators Representing Avatars' Authenticity in Social Virtual Reality and Their Impacts on Perceived Trustworthiness

Autores: J. Lin, J. Cronje, C. Wienrich, P. Pauli and M. Latoschik
Publicado en: IEEE Transactions on Visualization & Computer Graphics, 2023, Página(s) 4589-4599, ISSN 1941-0506
Editor: IEEE Computer Society
DOI: 10.1109/tvcg.2023.3320234

Privacy-preserving continuous authentication using behavioral biometrics

Autores: Baig, A.F., Eskeland, S. & Yang, B.
Publicado en: International Journal of Information Security, 2023, ISSN 1615-5270
Editor: Springer-Verlag GmbH
DOI: 10.1007/s10207-023-00721-y

Presentation-Level Privacy Protection Techniques for Automated Face Recognition - A Survey

Autores: Md Rezwan Hasan, Richard Guest, Farzin Deravi
Publicado en: ACM Computing Surveys, 2023, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3583135

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

Autores: Amina Bassit, Florian Hahn, Raymond Veldhuis, Andreas Peter
Publicado en: IET Biometrics Journal, 2022, ISSN 2047-4938
Editor: The Institution of Engineering and Technology
DOI: 10.1049/bme2.12075

OTB-morph: One-Time Biometrics via Morphing

Autores: Mahdi Ghafourian, Julian Fierrez, Ruben Vera-Rodriguez, Aythami Morales and Ignacio Serna
Publicado en: Machine Intelligence Research, 2023, ISSN 2731-5398
Editor: Springer Link
DOI: 10.1007/s11633-023-1432-x

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

Autores: R. Tolosana, R. Vera-Rodriguez, J. Fierrez, A. Morales and J. Ortega-Garcia
Publicado en: Information Fusion, 2020, ISSN 2707-8787
Editor: Information Fusion
DOI: 10.1016/j.inffus.2020.06.014

GaitPrivacyON: Privacy-preserving mobile gait biometrics using unsupervised learning

Autores: Paula Delgado-Santos and Ruben Tolosana and Richard Guest and Ruben Vera-Rodriguez and Farzin Deravi and Aythami Morales
Publicado en: Pattern Recognition Letters, Edición 01678655, 2022, ISSN 0167-8655
Editor: Elsevier BV
DOI: 10.1016/j.patrec.2022.07.015

IRL-Net: Inpainted Region Localization Network via Spatial Attention

Autores: Daryani, A.E., Mirmahdi, M., Hassanpour, A., Shahreza, H.O., Yang, B. and Fierrez, J.
Publicado en: IEEE Access, 2023, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3324541

Digital body, identity and privacy in social virtual reality: A systematic review

Autores: Jinghuai Lin and Marc Erich Latoschik
Publicado en: Frontiers in Virtual Reality, Edición Volume 3, 2022, ISSN 2673-4192
Editor: Frontiers Media S.A.
DOI: 10.3389/frvir.2022.974652

Measuring Interpersonal Trust towards Virtual Humans with a Virtual Maze Paradigm

Autores: Lin, Jinghuai, Johrine Cronjé, Ivo Käthner, Paul Pauli, and Marc Erich Latoschik
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición Volume: 29, Edición: 5, May 2023, 2023, Página(s) 2401 - 2411, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3247095

Novel and Efficient Privacy-Preserving Continuous Authentication

Autores: Baig, A.F.; Eskeland, S.; Yang, B.
Publicado en: Cryptography, 2024, ISSN 2410-387X
Editor: MDPI
DOI: 10.3390/cryptography8010003

A Survey of Privacy Vulnerabilities of Mobile Device Sensors

Autores: Paula Delgado-Santos, Giuseppe Stragapede, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
Publicado en: ACM Computing Surveys, 2022, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3510579

BehavePassDB: Public Database for Mobile Behavioral Biometrics and Benchmark Evaluation

Autores: Giuseppe Stragapede; Ruben Vera-Rodriguez; Ruben Tolosana; Aythami Morales
Publicado en: Pattern Recognition, Edición 1, 2023, ISSN 1873-5142
Editor: Elsevier
DOI: 10.48550/arxiv.2206.02502

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

Autores: Amina Bassit; Florian Hahn; Joep Peeters; Tom Kevenaar; Raymond Veldhuis; Andreas Peter
Publicado en: Crossref, Edición 10, 2021, ISSN 1556-6021
Editor: IEEE
DOI: 10.1109/tifs.2021.3122823

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

Autores: Ahmed Fraz Baig, Sigurd Eskeland
Publicado en: Sensors, Edición 21/17, 2021, Página(s) 5967, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21175967

PriMe: A Novel Privacy Measuring Framework for Online Social Networks

Autores: Ahmad Hassanpour; Bian Yang
Publicado en: 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2023, ISBN 978-1-6654-5661-6
Editor: IEEE
DOI: 10.1109/asonam55673.2022.10068701

IEEE BigData 2023 Keystroke Verification Challenge (KVC)

Autores: Giuseppe Stragapede, Ruben Vera-Rodriguez, Ruben Tolosana, Aythami Morales, Ivan DeAndres-Tame, Naser Damer, Julian Fierrez, Javier-Ortega Garcia, Nahuel Gonzalez, Andrei Shadrikov, Dmitrii Gordin, Leon Schmitt, Daniel Wimmer, Christoph Grossmann, Joerdis Krieger, Florian Heinz, Ron Krestel, Christoffer Mayer, Simon Haberl, Helena Gschrey, Yosuke Yamagishi, Sanjay Saha, Sanka Rasnayaka, Sandareka
Publicado en: 2023 IEEE International Conference on Big Data (BigData), 2023
Editor: IEEE Computer Society
DOI: 10.1109/bigdata59044.2023.10386557

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

Autores: J. Czarnocki
Publicado en: 2021
Editor: 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

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

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

Autores: Sumer Bilgesu
Publicado en: 2021
Editor: KU Leuven CiTiP

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

Autores: Zohra Rezgui, Jasper Goseling, Raymond Veldhuis
Publicado en: SITB 2021 Proceedings, 2021, Página(s) 13 - 20
Editor: WIC Symposium 2021

Transparency in App Analytics: Analyzing the Collection of User Interaction Data

Autores: Feiyang Tang; Bjarte M. Østvold
Publicado en: 2023 20th Annual International Conference on Privacy, Security and Trust (PST), 2023
Editor: IEEE
DOI: 10.1109/pst58708.2023.10320181

Mobile Passive Authentication through Touchscreen and Background Sensor Data

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

Response Center Services: An Exploratory Study

Autores: Luyi Sun, Bian Yang
Publicado en: pHealth 2022, 2022, ISBN 978-1-64368-348-5
Editor: IOS Press
DOI: 10.3233/shti220963

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

Autores: Zohra Rezgui, Amina Bassit
Publicado en: 2021 International Conference of the Biometrics Special Interest Group (BIOSIG), 2021, Página(s) 1-7, ISBN 978-1-6654-2693-0
Editor: IEEE
DOI: 10.1109/biosig52210.2021.9548308

PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics

Autores: Luis F. Gomez, Julian Fierrez, Aythami Morales, Mahdi Ghafourian, Ruben Tolosana, Imanol Solano, Alejandro Garcia and Francisco Zamora-Martinez
Publicado en: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), 2023, ISBN 979-8-3503-2697-0
Editor: IEEE
DOI: 10.1109/compsac57700.2023.00258

Mobile Keystroke Biometrics Using Transformers

Autores: Giuseppe Stragapede; Paula Delgado-Santos; Ruben Tolosana; Ruben Vera-Rodriguez; Richard Guest; Aythami Morales
Publicado en: 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), 2023, ISBN 979-8-3503-4544-5
Editor: IEEE
DOI: 10.1109/fg57933.2023.10042710

Assessing Software Privacy using the Privacy Flow-Graph

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

PABAU: Privacy Analysis of Biometric API Usage

Autores: Tang, Feiyang
Publicado en: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta), 2023
Editor: IEEE
DOI: 10.1109/smartworld-uic-atc-scalcom-digitaltwin-pricomp-metaverse56740.2022.00327

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

Autores: Kindt, Els; Fontanillo López, César Augusto; Bergholm, Jenny; Czarnocki, Jan
Publicado en: 2021
Editor: KU Leuven

Cryptanalysis of a Privacy-preserving Behavior-oriented Authentication Scheme

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

DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations

Autores: Tolosana, Ruben; Delgado-Santos, Paula; Perez-Uribe, Andres; Vera-Rodriguez, Ruben; Fierrez, Julian; Morales, Aythami
Publicado en: AAAI Conf. on Artificial Intelligence (AAAI-21), Edición 3, 2021, ISSN 2332-564X
Editor: AAAI

IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)

Autores: Stragapede, Giuseppe; Vera-Rodriguez, Ruben; Tolosana, Ruben; Morales, Aythami; Fierrez, Julian; Ortega-Garcia, Javier; Rasnayaka, Sanka; Seneviratne, Sachith; Dissanayake, Vipula; Liebers, Jonathan; Islam, Ashhadul; Belhaouari, Samir Brahim; Ahmad, Sumaiya; Jabin, Suraiya
Publicado en: 2022 IEEE International Joint Conference on Biometrics (IJCB), 2023, ISBN 978-1-6654-6395-9
Editor: IEEE
DOI: 10.1109/ijcb54206.2022.10007985

Helping Code Reviewer Prioritize: Pinpointing Personal Data and its Processing

Autores: Feiyang Tang, Bjarte M. Østvold, Magiel Bruntink
Publicado en: Frontiers in Artificial Intelligence and Applications, 2023
Editor: IOS Press
DOI: 10.3233/faia230228

Your Privacy Preference Matters: A Qualitative Study Envisioned for Homecare

Autores: Luvi Sun; Bian Yang
Publicado en: Crossref, Edición 2, 2021
Editor: Crossref
DOI: 10.1109/iscc53001.2021.9631403

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

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

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

Autores: Sumer Bilgesu and Schroers Jessica
Publicado en: 2021
Editor: KU Leuven CiTip

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

Autores: Mahdi Ghafourian, Julian Fierrez, Ruben Vera-Rodriguez, Ignacio Serna, Aythami Morales
Publicado en: IEEE/CVF Winter Conf. on Applications of Computer Vision Workshops (WACVw), 2022
Editor: IEEE
DOI: 10.1109/wacvw54805.2022.00038

Multiplication-Free Biometric Recognition for Faster Processing under Encryption

Autores: Amina Bassit; Florian Hahn; Raymond Veldhuis; Andreas Peter
Publicado en: 2022 IEEE International Joint Conference on Biometrics (IJCB), 2023
Editor: IEEE
DOI: 10.1109/ijcb54206.2022.10007958

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

Autores: Sumer Bilgesu
Publicado en: 2020
Editor: KU Leuven CiTip

Identifying Personal Data Processing for Code Review

Autores: Feiyang Tang, Bjarte M. Østvold, Magiel Bruntink
Publicado en: In Proceedings of the 9th International Conference on Information Systems Security and Privacy, 2023, Página(s) 568-575, ISBN 978-989-758-624-8
Editor: SciTePress
DOI: 10.5220/0011725700003405

Toward Face Biometric De-identification using Adversarial Examples

Autores: Mahdi Ghafourian, Julian Fierrez, Luis Felipe Gomez, Ruben Vera-Rodriguez, Aythami Morales, Zohra Rezgui, Raymond Veldhuis
Publicado en: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), 2023
Editor: IEEE Computer Society
DOI: 10.1109/compsac57700.2023.00099

Privacy Predictive Models for Homecare Patient Sensing.

Autores: Luyi Sun, Bian Yang, Egil Utheim, Hao Luo
Publicado en: Personal Health Informatics, 2022, ISBN 978-3-031-07695-4
Editor: Springer
DOI: 10.1007/978-3-031-07696-1_11

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

Autores: Jasserand, C., Fontanillo López, C., Belkadi, L., Czarnocki, J., Özal, M., Sumer, B., Kindt, E.
Publicado en: 2021
Editor: European Biometric Association (EAB)

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

Autores: J. Czarnocki
Publicado en: 2021
Editor: KU Leuven

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

Autores: J. Czarnocki
Publicado en: 2021
Editor: KU Leuven

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