Privacy Matters

Deliverables

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

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, Issue 26341573, 2022, ISSN 2634-1573
Publisher: 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

Author(s): Amina Bassit; Florian Hahn; Raymond Veldhuis; Andreas Peter
Published in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2023, ISSN 2637-6407
Publisher: IEEE
DOI: 10.1109/tbiom.2023.3340306

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, Issue 4, 2021, ISSN 2332-564X
Publisher: Computer Vision and Pattern Recognition
DOI: 10.1109/tts.2021.3111823

M-GaitFormer: Mobile biometric gait verification using Transformers

Author(s): Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Ruben Vera-Rodriguez, Julian Fierrez
Published in: Engineering Applications of Artificial Intelligence, 2023, ISSN 0952-1976
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2023.106682

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

Author(s): Stragapede, G., Vera-Rodriguez, R., Tolosana, R., Morales, A., Damer, N., Fierrez, J., & Ortega-Garcia, J.
Published in: IEEE Access, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3345452

SwipeFormer: Transformers for mobile touchscreen biometrics

Author(s): Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Parker Lamb, Andrei Khmelnitsky, Colm Coughlan, Julian Fierrez
Published in: Expert Systems with Applications, 2024, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2023.121537

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

Author(s): Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
Published in: Pattern Recognition, 2023, ISSN 0031-3203
Publisher: Pergamon Press
DOI: 10.1016/j.patcog.2023.109798

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

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

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

Privacy-preserving continuous authentication using behavioral biometrics

Author(s): Baig, A.F., Eskeland, S. & Yang, B.
Published in: International Journal of Information Security, 2023, ISSN 1615-5270
Publisher: Springer-Verlag GmbH
DOI: 10.1007/s10207-023-00721-y

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

Author(s): Md Rezwan Hasan, Richard Guest, Farzin Deravi
Published in: ACM Computing Surveys, 2023, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3583135

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

OTB-morph: One-Time Biometrics via Morphing

Author(s): Mahdi Ghafourian, Julian Fierrez, Ruben Vera-Rodriguez, Aythami Morales and Ignacio Serna
Published in: Machine Intelligence Research, 2023, ISSN 2731-5398
Publisher: Springer Link
DOI: 10.1007/s11633-023-1432-x

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

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, Issue 01678655, 2022, ISSN 0167-8655
Publisher: Elsevier BV
DOI: 10.1016/j.patrec.2022.07.015

IRL-Net: Inpainted Region Localization Network via Spatial Attention

Author(s): Daryani, A.E., Mirmahdi, M., Hassanpour, A., Shahreza, H.O., Yang, B. and Fierrez, J.
Published in: IEEE Access, 2023, ISSN 2169-3536
Publisher: 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

Author(s): Jinghuai Lin and Marc Erich Latoschik
Published in: Frontiers in Virtual Reality, Issue Volume 3, 2022, ISSN 2673-4192
Publisher: Frontiers Media S.A.
DOI: 10.3389/frvir.2022.974652

Measuring Interpersonal Trust towards Virtual Humans with a Virtual Maze Paradigm

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

Novel and Efficient Privacy-Preserving Continuous Authentication

Author(s): Baig, A.F.; Eskeland, S.; Yang, B.
Published in: Cryptography, 2024, ISSN 2410-387X
Publisher: MDPI
DOI: 10.3390/cryptography8010003

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

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, Issue 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, Issue 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, Issue 21/17, 2021, Page(s) 5967, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21175967

PriMe: A Novel Privacy Measuring Framework for Online Social Networks

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

IEEE BigData 2023 Keystroke Verification Challenge (KVC)

Author(s): 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
Published in: 2023 IEEE International Conference on Big Data (BigData), 2023
Publisher: 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?

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

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

Author(s): Feiyang Tang; Bjarte M. Østvold
Published in: 2023 20th Annual International Conference on Privacy, Security and Trust (PST), 2023
Publisher: IEEE
DOI: 10.1109/pst58708.2023.10320181

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

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

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

Mobile Keystroke Biometrics Using Transformers

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

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

PABAU: Privacy Analysis of Biometric API Usage

Author(s): Tang, Feiyang
Published in: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta), 2023
Publisher: 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

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

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

Author(s): Tolosana, Ruben; Delgado-Santos, Paula; Perez-Uribe, Andres; Vera-Rodriguez, Ruben; Fierrez, Julian; Morales, Aythami
Published in: AAAI Conf. on Artificial Intelligence (AAAI-21), Issue 3, 2021, ISSN 2332-564X
Publisher: AAAI

IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)

Author(s): 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
Published in: 2022 IEEE International Joint Conference on Biometrics (IJCB), 2023, ISBN 978-1-6654-6395-9
Publisher: IEEE
DOI: 10.1109/ijcb54206.2022.10007985

Helping Code Reviewer Prioritize: Pinpointing Personal Data and its Processing

Author(s): Feiyang Tang, Bjarte M. Østvold, Magiel Bruntink
Published in: Frontiers in Artificial Intelligence and Applications, 2023
Publisher: IOS Press
DOI: 10.3233/faia230228

Your Privacy Preference Matters: A Qualitative Study Envisioned for Homecare

Author(s): Luvi Sun; Bian Yang
Published in: Crossref, Issue 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

Multiplication-Free Biometric Recognition for Faster Processing under Encryption

Author(s): Amina Bassit; Florian Hahn; Raymond Veldhuis; Andreas Peter
Published in: 2022 IEEE International Joint Conference on Biometrics (IJCB), 2023
Publisher: IEEE
DOI: 10.1109/ijcb54206.2022.10007958

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

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

Identifying Personal Data Processing for Code Review

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

Toward Face Biometric De-identification using Adversarial Examples

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

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

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

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