Privacy Matters

Risultati finali

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

Pubblicazioni

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

Autori: Ahmad Hassanpour, Amir Etefaghi Daryani, Mahdieh Mirmahdi, Kiran Raja, Bian Yang, Christoph Busch, Julian Fierrez
Pubblicato in: IEEE Access, 2022, ISSN 2169-3536
Editore: 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

Autori: Zohra Rezgui, Amina Bassit, Raymond Veldhuis
Pubblicato in: IET Biometrics, Numero 26341573, 2022, ISSN 2634-1573
Editore: 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

Autori: Amina Bassit; Florian Hahn; Raymond Veldhuis; Andreas Peter
Pubblicato in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2023, ISSN 2637-6407
Editore: IEEE
DOI: 10.1109/tbiom.2023.3340306

Differential Privacy Preservation in Robust Continual Learning

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

A Comprehensive Study on Face Recognition Biases Beyond Demographics

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

M-GaitFormer: Mobile biometric gait verification using Transformers

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

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

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

SwipeFormer: Transformers for mobile touchscreen biometrics

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

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

Autori: Paula Delgado-Santos, Ruben Tolosana, Richard Guest, Farzin Deravi, Ruben Vera-Rodriguez
Pubblicato in: Pattern Recognition, 2023, ISSN 0031-3203
Editore: Pergamon Press
DOI: 10.1016/j.patcog.2023.109798

Mobile Behavioral Biometrics for Passive Authentication

Autori: Giuseppe Stragapede and Ruben Vera-Rodriguez and Ruben Tolosana and Aythami Morales and Alejandro Acien and Gaël Le Lan
Pubblicato in: Pattern Recognition Letters, 2022, ISSN 0167-8655
Editore: 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

Autori: J. Lin, J. Cronje, C. Wienrich, P. Pauli and M. Latoschik
Pubblicato in: IEEE Transactions on Visualization & Computer Graphics, 2023, Pagina/e 4589-4599, ISSN 1941-0506
Editore: IEEE Computer Society
DOI: 10.1109/tvcg.2023.3320234

Privacy-preserving continuous authentication using behavioral biometrics

Autori: Baig, A.F., Eskeland, S. & Yang, B.
Pubblicato in: International Journal of Information Security, 2023, ISSN 1615-5270
Editore: Springer-Verlag GmbH
DOI: 10.1007/s10207-023-00721-y

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

Autori: Md Rezwan Hasan, Richard Guest, Farzin Deravi
Pubblicato in: ACM Computing Surveys, 2023, ISSN 0360-0300
Editore: Association for Computing Machinary, Inc.
DOI: 10.1145/3583135

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

Autori: Amina Bassit, Florian Hahn, Raymond Veldhuis, Andreas Peter
Pubblicato in: IET Biometrics Journal, 2022, ISSN 2047-4938
Editore: The Institution of Engineering and Technology
DOI: 10.1049/bme2.12075

OTB-morph: One-Time Biometrics via Morphing

Autori: Mahdi Ghafourian, Julian Fierrez, Ruben Vera-Rodriguez, Aythami Morales and Ignacio Serna
Pubblicato in: Machine Intelligence Research, 2023, ISSN 2731-5398
Editore: Springer Link
DOI: 10.1007/s11633-023-1432-x

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

Autori: R. Tolosana, R. Vera-Rodriguez, J. Fierrez, A. Morales and J. Ortega-Garcia
Pubblicato in: Information Fusion, 2020, ISSN 2707-8787
Editore: Information Fusion
DOI: 10.1016/j.inffus.2020.06.014

GaitPrivacyON: Privacy-preserving mobile gait biometrics using unsupervised learning

Autori: Paula Delgado-Santos and Ruben Tolosana and Richard Guest and Ruben Vera-Rodriguez and Farzin Deravi and Aythami Morales
Pubblicato in: Pattern Recognition Letters, Numero 01678655, 2022, ISSN 0167-8655
Editore: Elsevier BV
DOI: 10.1016/j.patrec.2022.07.015

IRL-Net: Inpainted Region Localization Network via Spatial Attention

Autori: Daryani, A.E., Mirmahdi, M., Hassanpour, A., Shahreza, H.O., Yang, B. and Fierrez, J.
Pubblicato in: IEEE Access, 2023, ISSN 2169-3536
Editore: 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

Autori: Jinghuai Lin and Marc Erich Latoschik
Pubblicato in: Frontiers in Virtual Reality, Numero Volume 3, 2022, ISSN 2673-4192
Editore: Frontiers Media S.A.
DOI: 10.3389/frvir.2022.974652

Measuring Interpersonal Trust towards Virtual Humans with a Virtual Maze Paradigm

Autori: Lin, Jinghuai, Johrine Cronjé, Ivo Käthner, Paul Pauli, and Marc Erich Latoschik
Pubblicato in: IEEE Transactions on Visualization and Computer Graphics, Numero Volume: 29, Numero: 5, May 2023, 2023, Pagina/e 2401 - 2411, ISSN 1077-2626
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2023.3247095

Novel and Efficient Privacy-Preserving Continuous Authentication

Autori: Baig, A.F.; Eskeland, S.; Yang, B.
Pubblicato in: Cryptography, 2024, ISSN 2410-387X
Editore: MDPI
DOI: 10.3390/cryptography8010003

A Survey of Privacy Vulnerabilities of Mobile Device Sensors

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

BehavePassDB: Public Database for Mobile Behavioral Biometrics and Benchmark Evaluation

Autori: Giuseppe Stragapede; Ruben Vera-Rodriguez; Ruben Tolosana; Aythami Morales
Pubblicato in: Pattern Recognition, Numero 1, 2023, ISSN 1873-5142
Editore: Elsevier
DOI: 10.48550/arxiv.2206.02502

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

Autori: Amina Bassit; Florian Hahn; Joep Peeters; Tom Kevenaar; Raymond Veldhuis; Andreas Peter
Pubblicato in: Crossref, Numero 10, 2021, ISSN 1556-6021
Editore: IEEE
DOI: 10.1109/tifs.2021.3122823

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

Autori: Ahmed Fraz Baig, Sigurd Eskeland
Pubblicato in: Sensors, Numero 21/17, 2021, Pagina/e 5967, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21175967

PriMe: A Novel Privacy Measuring Framework for Online Social Networks

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

IEEE BigData 2023 Keystroke Verification Challenge (KVC)

Autori: 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
Pubblicato in: 2023 IEEE International Conference on Big Data (BigData), 2023
Editore: 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?

Autori: J. Czarnocki
Pubblicato in: 2021
Editore: 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

Autori: Ahmed Fraz Baig, Sigurd Eskeland
Pubblicato in: In Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT, 2022 , Lisbon, Portugal, 2022, Pagina/e 491-498, ISBN 978-989-758-590-6
Editore: SciTePress
DOI: 10.5220/0011141400003283

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

Autori: Sumer Bilgesu
Pubblicato in: 2021
Editore: KU Leuven CiTiP

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

Autori: Zohra Rezgui, Jasper Goseling, Raymond Veldhuis
Pubblicato in: SITB 2021 Proceedings, 2021, Pagina/e 13 - 20
Editore: WIC Symposium 2021

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

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

Mobile Passive Authentication through Touchscreen and Background Sensor Data

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

Response Center Services: An Exploratory Study

Autori: Luyi Sun, Bian Yang
Pubblicato in: pHealth 2022, 2022, ISBN 978-1-64368-348-5
Editore: IOS Press
DOI: 10.3233/shti220963

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

Autori: Zohra Rezgui, Amina Bassit
Pubblicato in: 2021 International Conference of the Biometrics Special Interest Group (BIOSIG), 2021, Pagina/e 1-7, ISBN 978-1-6654-2693-0
Editore: IEEE
DOI: 10.1109/biosig52210.2021.9548308

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

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

Mobile Keystroke Biometrics Using Transformers

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

Assessing Software Privacy using the Privacy Flow-Graph

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

PABAU: Privacy Analysis of Biometric API Usage

Autori: Tang, Feiyang
Pubblicato 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
Editore: 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

Autori: Kindt, Els; Fontanillo López, César Augusto; Bergholm, Jenny; Czarnocki, Jan
Pubblicato in: 2021
Editore: KU Leuven

Cryptanalysis of a Privacy-preserving Behavior-oriented Authentication Scheme

Autori: Sigurd Eskeland, Ahmed Fraz Baig
Pubblicato in: In Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT, 2022 , Lisbon, Portugal, 2022, Pagina/e 299-304, ISBN 978-989-758-590-6
Editore: SciTePress
DOI: 10.5220/0011140300003283

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

Autori: Tolosana, Ruben; Delgado-Santos, Paula; Perez-Uribe, Andres; Vera-Rodriguez, Ruben; Fierrez, Julian; Morales, Aythami
Pubblicato in: AAAI Conf. on Artificial Intelligence (AAAI-21), Numero 3, 2021, ISSN 2332-564X
Editore: AAAI

IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)

Autori: 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
Pubblicato in: 2022 IEEE International Joint Conference on Biometrics (IJCB), 2023, ISBN 978-1-6654-6395-9
Editore: IEEE
DOI: 10.1109/ijcb54206.2022.10007985

Helping Code Reviewer Prioritize: Pinpointing Personal Data and its Processing

Autori: Feiyang Tang, Bjarte M. Østvold, Magiel Bruntink
Pubblicato in: Frontiers in Artificial Intelligence and Applications, 2023
Editore: IOS Press
DOI: 10.3233/faia230228

Your Privacy Preference Matters: A Qualitative Study Envisioned for Homecare

Autori: Luvi Sun; Bian Yang
Pubblicato in: Crossref, Numero 2, 2021
Editore: Crossref
DOI: 10.1109/iscc53001.2021.9631403

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

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

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

Autori: Sumer Bilgesu and Schroers Jessica
Pubblicato in: 2021
Editore: KU Leuven CiTip

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

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

Multiplication-Free Biometric Recognition for Faster Processing under Encryption

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

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

Autori: Sumer Bilgesu
Pubblicato in: 2020
Editore: KU Leuven CiTip

Identifying Personal Data Processing for Code Review

Autori: Feiyang Tang, Bjarte M. Østvold, Magiel Bruntink
Pubblicato in: In Proceedings of the 9th International Conference on Information Systems Security and Privacy, 2023, Pagina/e 568-575, ISBN 978-989-758-624-8
Editore: SciTePress
DOI: 10.5220/0011725700003405

Toward Face Biometric De-identification using Adversarial Examples

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

Privacy Predictive Models for Homecare Patient Sensing.

Autori: Luyi Sun, Bian Yang, Egil Utheim, Hao Luo
Pubblicato in: Personal Health Informatics, 2022, ISBN 978-3-031-07695-4
Editore: Springer
DOI: 10.1007/978-3-031-07696-1_11

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

Autori: Jasserand, C., Fontanillo López, C., Belkadi, L., Czarnocki, J., Özal, M., Sumer, B., Kindt, E.
Pubblicato in: 2021
Editore: European Biometric Association (EAB)

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

Autori: J. Czarnocki
Pubblicato in: 2021
Editore: KU Leuven

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

Autori: J. Czarnocki
Pubblicato in: 2021
Editore: KU Leuven

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