Privacy Matters

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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

Publications

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

Auteurs: Ahmad Hassanpour, Amir Etefaghi Daryani, Mahdieh Mirmahdi, Kiran Raja, Bian Yang, Christoph Busch, Julian Fierrez
Publié dans: IEEE Access, 2022, ISSN 2169-3536
Éditeur: 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

Auteurs: Zohra Rezgui, Amina Bassit, Raymond Veldhuis
Publié dans: IET Biometrics, Numéro 26341573, 2022, ISSN 2634-1573
Éditeur: 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

Auteurs: Amina Bassit; Florian Hahn; Raymond Veldhuis; Andreas Peter
Publié dans: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2023, ISSN 2637-6407
Éditeur: IEEE
DOI: 10.1109/tbiom.2023.3340306

Differential Privacy Preservation in Robust Continual Learning

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

A Comprehensive Study on Face Recognition Biases Beyond Demographics

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

M-GaitFormer: Mobile biometric gait verification using Transformers

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

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

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

SwipeFormer: Transformers for mobile touchscreen biometrics

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

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

Auteurs: Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
Publié dans: Pattern Recognition, 2023, ISSN 0031-3203
Éditeur: Pergamon Press
DOI: 10.1016/j.patcog.2023.109798

Mobile Behavioral Biometrics for Passive Authentication

Auteurs: Giuseppe Stragapede and Ruben Vera-Rodriguez and Ruben Tolosana and Aythami Morales and Alejandro Acien and Gaël Le Lan
Publié dans: Pattern Recognition Letters, 2022, ISSN 0167-8655
Éditeur: 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

Auteurs: J. Lin, J. Cronje, C. Wienrich, P. Pauli and M. Latoschik
Publié dans: IEEE Transactions on Visualization & Computer Graphics, 2023, Page(s) 4589-4599, ISSN 1941-0506
Éditeur: IEEE Computer Society
DOI: 10.1109/tvcg.2023.3320234

Privacy-preserving continuous authentication using behavioral biometrics

Auteurs: Baig, A.F., Eskeland, S. & Yang, B.
Publié dans: International Journal of Information Security, 2023, ISSN 1615-5270
Éditeur: Springer-Verlag GmbH
DOI: 10.1007/s10207-023-00721-y

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

Auteurs: Md Rezwan Hasan, Richard Guest, Farzin Deravi
Publié dans: ACM Computing Surveys, 2023, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3583135

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

Auteurs: Amina Bassit, Florian Hahn, Raymond Veldhuis, Andreas Peter
Publié dans: IET Biometrics Journal, 2022, ISSN 2047-4938
Éditeur: The Institution of Engineering and Technology
DOI: 10.1049/bme2.12075

OTB-morph: One-Time Biometrics via Morphing

Auteurs: Mahdi Ghafourian, Julian Fierrez, Ruben Vera-Rodriguez, Aythami Morales and Ignacio Serna
Publié dans: Machine Intelligence Research, 2023, ISSN 2731-5398
Éditeur: Springer Link
DOI: 10.1007/s11633-023-1432-x

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

Auteurs: R. Tolosana, R. Vera-Rodriguez, J. Fierrez, A. Morales and J. Ortega-Garcia
Publié dans: Information Fusion, 2020, ISSN 2707-8787
Éditeur: Information Fusion
DOI: 10.1016/j.inffus.2020.06.014

GaitPrivacyON: Privacy-preserving mobile gait biometrics using unsupervised learning

Auteurs: Paula Delgado-Santos and Ruben Tolosana and Richard Guest and Ruben Vera-Rodriguez and Farzin Deravi and Aythami Morales
Publié dans: Pattern Recognition Letters, Numéro 01678655, 2022, ISSN 0167-8655
Éditeur: Elsevier BV
DOI: 10.1016/j.patrec.2022.07.015

IRL-Net: Inpainted Region Localization Network via Spatial Attention

Auteurs: Daryani, A.E., Mirmahdi, M., Hassanpour, A., Shahreza, H.O., Yang, B. and Fierrez, J.
Publié dans: IEEE Access, 2023, ISSN 2169-3536
Éditeur: 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

Auteurs: Jinghuai Lin and Marc Erich Latoschik
Publié dans: Frontiers in Virtual Reality, Numéro Volume 3, 2022, ISSN 2673-4192
Éditeur: Frontiers Media S.A.
DOI: 10.3389/frvir.2022.974652

Measuring Interpersonal Trust towards Virtual Humans with a Virtual Maze Paradigm

Auteurs: Lin, Jinghuai, Johrine Cronjé, Ivo Käthner, Paul Pauli, and Marc Erich Latoschik
Publié dans: IEEE Transactions on Visualization and Computer Graphics, Numéro Volume: 29, Numéro: 5, May 2023, 2023, Page(s) 2401 - 2411, ISSN 1077-2626
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3247095

Novel and Efficient Privacy-Preserving Continuous Authentication

Auteurs: Baig, A.F.; Eskeland, S.; Yang, B.
Publié dans: Cryptography, 2024, ISSN 2410-387X
Éditeur: MDPI
DOI: 10.3390/cryptography8010003

A Survey of Privacy Vulnerabilities of Mobile Device Sensors

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

BehavePassDB: Public Database for Mobile Behavioral Biometrics and Benchmark Evaluation

Auteurs: Giuseppe Stragapede; Ruben Vera-Rodriguez; Ruben Tolosana; Aythami Morales
Publié dans: Pattern Recognition, Numéro 1, 2023, ISSN 1873-5142
Éditeur: Elsevier
DOI: 10.48550/arxiv.2206.02502

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

Auteurs: Amina Bassit; Florian Hahn; Joep Peeters; Tom Kevenaar; Raymond Veldhuis; Andreas Peter
Publié dans: Crossref, Numéro 10, 2021, ISSN 1556-6021
Éditeur: IEEE
DOI: 10.1109/tifs.2021.3122823

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

Auteurs: Ahmed Fraz Baig, Sigurd Eskeland
Publié dans: Sensors, Numéro 21/17, 2021, Page(s) 5967, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21175967

PriMe: A Novel Privacy Measuring Framework for Online Social Networks

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

IEEE BigData 2023 Keystroke Verification Challenge (KVC)

Auteurs: 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
Publié dans: 2023 IEEE International Conference on Big Data (BigData), 2023
Éditeur: 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?

Auteurs: J. Czarnocki
Publié dans: 2021
Éditeur: 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

Auteurs: Ahmed Fraz Baig, Sigurd Eskeland
Publié dans: 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
Éditeur: SciTePress
DOI: 10.5220/0011141400003283

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

Auteurs: Sumer Bilgesu
Publié dans: 2021
Éditeur: KU Leuven CiTiP

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

Auteurs: Zohra Rezgui, Jasper Goseling, Raymond Veldhuis
Publié dans: SITB 2021 Proceedings, 2021, Page(s) 13 - 20
Éditeur: WIC Symposium 2021

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

Auteurs: Feiyang Tang; Bjarte M. Østvold
Publié dans: 2023 20th Annual International Conference on Privacy, Security and Trust (PST), 2023
Éditeur: IEEE
DOI: 10.1109/pst58708.2023.10320181

Mobile Passive Authentication through Touchscreen and Background Sensor Data

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

Response Center Services: An Exploratory Study

Auteurs: Luyi Sun, Bian Yang
Publié dans: pHealth 2022, 2022, ISBN 978-1-64368-348-5
Éditeur: IOS Press
DOI: 10.3233/shti220963

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

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

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

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

Mobile Keystroke Biometrics Using Transformers

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

Assessing Software Privacy using the Privacy Flow-Graph

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

PABAU: Privacy Analysis of Biometric API Usage

Auteurs: Tang, Feiyang
Publié dans: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta), 2023
Éditeur: 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

Auteurs: Kindt, Els; Fontanillo López, César Augusto; Bergholm, Jenny; Czarnocki, Jan
Publié dans: 2021
Éditeur: KU Leuven

Cryptanalysis of a Privacy-preserving Behavior-oriented Authentication Scheme

Auteurs: Sigurd Eskeland, Ahmed Fraz Baig
Publié dans: 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
Éditeur: SciTePress
DOI: 10.5220/0011140300003283

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

Auteurs: Tolosana, Ruben; Delgado-Santos, Paula; Perez-Uribe, Andres; Vera-Rodriguez, Ruben; Fierrez, Julian; Morales, Aythami
Publié dans: AAAI Conf. on Artificial Intelligence (AAAI-21), Numéro 3, 2021, ISSN 2332-564X
Éditeur: AAAI

IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)

Auteurs: 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
Publié dans: 2022 IEEE International Joint Conference on Biometrics (IJCB), 2023, ISBN 978-1-6654-6395-9
Éditeur: IEEE
DOI: 10.1109/ijcb54206.2022.10007985

Helping Code Reviewer Prioritize: Pinpointing Personal Data and its Processing

Auteurs: Feiyang Tang, Bjarte M. Østvold, Magiel Bruntink
Publié dans: Frontiers in Artificial Intelligence and Applications, 2023
Éditeur: IOS Press
DOI: 10.3233/faia230228

Your Privacy Preference Matters: A Qualitative Study Envisioned for Homecare

Auteurs: Luvi Sun; Bian Yang
Publié dans: Crossref, Numéro 2, 2021
Éditeur: Crossref
DOI: 10.1109/iscc53001.2021.9631403

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

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

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

Auteurs: Sumer Bilgesu and Schroers Jessica
Publié dans: 2021
Éditeur: KU Leuven CiTip

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

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

Multiplication-Free Biometric Recognition for Faster Processing under Encryption

Auteurs: Amina Bassit; Florian Hahn; Raymond Veldhuis; Andreas Peter
Publié dans: 2022 IEEE International Joint Conference on Biometrics (IJCB), 2023
Éditeur: IEEE
DOI: 10.1109/ijcb54206.2022.10007958

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

Auteurs: Sumer Bilgesu
Publié dans: 2020
Éditeur: KU Leuven CiTip

Identifying Personal Data Processing for Code Review

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

Toward Face Biometric De-identification using Adversarial Examples

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

Privacy Predictive Models for Homecare Patient Sensing.

Auteurs: Luyi Sun, Bian Yang, Egil Utheim, Hao Luo
Publié dans: Personal Health Informatics, 2022, ISBN 978-3-031-07695-4
Éditeur: Springer
DOI: 10.1007/978-3-031-07696-1_11

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

Auteurs: Jasserand, C., Fontanillo López, C., Belkadi, L., Czarnocki, J., Özal, M., Sumer, B., Kindt, E.
Publié dans: 2021
Éditeur: European Biometric Association (EAB)

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

Auteurs: J. Czarnocki
Publié dans: 2021
Éditeur: KU Leuven

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

Auteurs: J. Czarnocki
Publié dans: 2021
Éditeur: KU Leuven

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