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AMBER - enhAnced Mobile BiomEtRics

Deliverables

Network Final Report

A report detailing the activities of the AMBER network during the final 12 month period. Report available on the AMBER website.

Submission of PhD Thesis ESR 5

Submission of PhD thesis to host university. PhD examination and defence process started.

Submission of PhD Thesis ESR 2

Submission of PhD thesis to host university. PhD examination and defence process started.

3rd Network Periodic Report

A report detailing the activities of the AMBER network during the third 12 month period. Report available on the AMBER website.

Submission of PhD Thesis ESR 1

Submission of PhD thesis to host university. PhD examination and defence process started.

2nd Research Conference

Proceedings of the second AMBER Research Conference distributed via the ITN website.

Academic paper 6.5

Academic paper – Novel Concepts and Methods for user understanding of Linkage of pseudo-anonymised Data, transparent Management of Actual Usage of Biometric Data and for effective Technical Implementation of User Rights. Published in peer review journal or conference.

Academic paper 6.2

Academic paper – Towards a Protection Profile for User-centric and Self-determined Privacy Management in Mobile Biometrics. Published in peer review journal or conference.

Submission of PhD Thesis ESR 3

Submission of PhD thesis to host university. PhD examination and defence process started.

Academic paper 6.10

Academic Paper - Experimental Evaluation of Privacy Preserving Techniques in Nomadic Biometrics. Published in peer review journal or conference.

Academic paper 4.6

Academic paper – cross platform/modality touch screen biometric performance. Published in peer review journal or conference.

Submission of PhD Thesis ESR 8

Submission of PhD thesis to host university. PhD examination and defence process started.

1st Research Conference

Proceedings of the first AMBER Research Conference distributed via the ITN website.

Academic paper 4.3

Academic paper - Definition of a methodology for the evaluation of usability in authentication process. Published in peer review journal or conference.

Academic paper 4.5

Academic paper – multimodal longitudinal database including usability and psychological aspects. Published in peer review journal or conference.

Academic paper 4.4

Academic paper – Methodologies for reducing the vulnerabilities of biometric systems in unsupervised environments. Published in peer review journal or conference.

Submission of PhD Thesis ESR 10

Submission of PhD thesis to host university. PhD examination and defence process started.

Academic paper 5.2

Academic paper – The interaction between swipe modalities for biometric authentication. Published in peer review journal or conference.

Academic paper 6.6

Academic paper - Presentation attack detection method for single biometric modalities suitable for mobile platforms (iris, face, fingerprint or handwritten signatures). Published in peer review journal or conference.

Academic paper 5.1

Academic paper – Issues and Challenges for multibiometrics in a mobile scenario. Published in peer review journal or conference.

Academic paper 4.8

Academic paper – longitudinal analysis of user interaction and biometric ageing. Published in peer review journal or conference.

2nd Network Periodic Report

A report detailing the activities of the AMBER network during the second 12 month period. Report available on the AMBER website.

Detailed Plan for the Training Programme

A formal document defining the structure of the Training Programme will be developed and issued to partners. This document will define the structure, timescales of events, mechanisms, guidelines and policies for the training elements within the ITN.

Academic paper 4.2

Academic paper - Definition of a framework for touch screen interaction error mitigation. Published in peer review journal or conference.

3rd Research Conference

Proceedings of the third AMBER Research Conference distributed via the ITN website.

Academic paper 6.4

Academic paper – Issues and Challenges on template protection in the mobile framework. Published in peer review journal or conference.

Academic paper 4.7

Academic paper – Refinement of the evaluation methodology and the result of its application to several scenarios. Published in peer review journal or conference.

Submission of PhD Thesis ESR 9

Submission of PhD thesis to host university. PhD examination and defence process started.

Academic paper 5.5

Academic paper – Performance assessment and usability analysis of a multibiometric system in a mobile scenario. Published in peer review journal or conference.

Submission of PhD Thesis ESR 6

Submission of PhD thesis to host university. PhD examination and defence process started.

Academic paper 6.3

Academic paper – Review of state-of-the art Building Blocks derived from Homomorphic Cryptosystems for Privacy-Preserving Nomadic Biometrics. Published in peer review journal or conference.

Academic paper 5.3

Academic paper – Template protection for multibiometric systems in a mobile scenario. Published in peer review journal or conference.

Submission of PhD Thesis ESR 4

Submission of PhD thesis to host university. PhD examination and defence process started.

Academic paper 4.1

Academic paper - Definition of a methodology for the assessment of vulnerabilities considering attack potentials. Published in peer review journal or conference.

Academic paper 6.11

Academic paper – Experimental Evaluation on practically achieved Privacy Gain. Published in peer review journal or conference.

Submission of PhD Thesis ESR 7

Submission of PhD thesis to host university. PhD examination and defence process started.

1st Network Periodic Report

A report detailing the activities of the AMBER network during the first 12 month period. Report available on the AMBER website.

Academic paper 6.1

Academic paper – Towards a Privacy Requirement Model. Published in peer review journal or conference.

Data Management Plan

The Data Management Plan will be developed as part of participation in the Open Research Data Pilot. This will define policy for the management and dissemination of research data. In drafting the Data Management Plan the protection and privacy of an individual will always take precedence over the scientific merit of the release of data to the community.

Web Site

The AMBER website will be established as a platform for dissemination of activities, recruitment of ESRs, news about biometrics and project partners, links to other EU projects on biometrics and security and a repository of publications and presentations (subject to copyright restrictions).

Preparation of Training Material

AMBER will generate significant training material that will be made available to others during and after the Network. This deliverable marks the formal release of training material via the AMBER website as a legacy of the Network's activities.

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Publications

Touch-dynamics based Behavioural Biometrics on Mobile Devices – A Review from a Usability and Performance Perspective

Author(s): Elakkiya Ellavarason, Richard Guest, Farzin Deravi, Raul Sanchez-Riello, Barbara Corsetti
Published in: ACM Computing Surveys, 53/6, 2020, Page(s) 1-36, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3394713

Data behind mobile behavioural biometrics – a survey

Author(s): Teodors Eglitis, Richard Guest, Farzin Deravi
Published in: IET Biometrics, 9/6, 2020, Page(s) 224-237, ISSN 2047-4938
Publisher: The Institution of Engineering and Technology
DOI: 10.1049/iet-bmt.2018.5174

Investigation into the reliability of facial recognition systems under the simultaneous influences of mood variation and makeup

Author(s): Mohammadreza Azimi, Andrzej Pacut
Published in: Computers & Electrical Engineering, 85, 2020, Page(s) 106662, ISSN 0045-7906
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.compeleceng.2020.106662

On-the-Fly Finger-Vein-Based Biometric Recognition Using Deep Neural Networks

Author(s): Ridvan Salih Kuzu, Emanuela Piciucco, Emanuele Maiorana, Patrizio Campisi
Published in: IEEE Transactions on Information Forensics and Security, 15, 2020, Page(s) 2641-2654, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.2971144

Biometric Systems Interaction Assessment: The State of the Art

Author(s): Ramon Blanco-Gonzalo, Oscar Miguel-Hurtado, Chiara Lunerti, Richard M. Guest, Barbara Corsetti, Elakkiya Ellavarason, Raul Sanchez-Reillo
Published in: IEEE Transactions on Human-Machine Systems, 2019, Page(s) 1-14, ISSN 2168-2291
Publisher: IEEE Systems, Man, and Cybernetics Society
DOI: 10.1109/thms.2019.2913672

Iris recognition under the influence of diabetes

Author(s): Mohammadreza Azimi, Seyed Ahmad Rasoulinejad, Andrzej Pacut
Published in: Biomedical Engineering / Biomedizinische Technik, 0/0, 2019, ISSN 0013-5585
Publisher: Fachverlag Schiele and Schoen GmbH
DOI: 10.1515/bmt-2018-0190

Age dependency of the diabetes effects on the iris recognition systems performance evaluation results

Author(s): Mohammadreza Azimi, Seyed Ahmad Rasoulinejad, Andrzej Pacut
Published in: Biomedical Engineering / Biomedizinische Technik, 0/0, 2020, ISSN 0013-5585
Publisher: Fachverlag Schiele and Schoen GmbH
DOI: 10.1515/bmt-2019-0246

Keystroke biometrics in the encrypted domain: a first study on search suggestion functions of web search engines

Author(s): Nicholas Whiskerd, Nicklas Körtge, Kris Jürgens, Kevin Lamshöft, Salatiel Ezennaya-Gomez, Claus Vielhauer, Jana Dittmann, Mario Hildebrandt
Published in: EURASIP Journal on Information Security, 2020/1, 2020, ISSN 2510-523X
Publisher: Springer Open
DOI: 10.1186/s13635-020-0100-8

Dynamic Fingerprint Statistics: Application in Presentation Attack Detection

Author(s): Anas Husseis, Judith Liu-Jimenez, Ines Goicoechea-Telleria, Raul Sanchez-Reillo
Published in: IEEE Access, 8, 2020, Page(s) 95594-95604, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2995829

AiroIdent - User identification based on analyzing WPA2 encrypted traffic containing search engine interactions

Author(s): Mario Hildebrandt, Aamir Shakir, Alexander Ziemke, Mohamed Abdelrazek, Hannes Stuetzer, Dominik Blut, Kevin Lamshoeft, Salatiel Ezennaya-Gomez, Christian Kraetzer, Jana Dittmann;
Published in: Electronic Imaging, 2021, ISSN 2470-1173
Publisher: Society for Imaging Science and Technology
DOI: 10.2352/issn.2470-1173.2021.4.mwsf-344

Face Image Analysis in Mobile Biometric Accessibility Evaluations

Author(s): B. Corsetti, R. Sanchez-Reillo, R. Guest, M. Santopietro
Published in: 2019 International Carnahan Conference on Security Technology (ICCST), 2019
Publisher: IEEE

A Survey in Presentation Attack and Presentation Attack Detection

Author(s): Anas Husseis, Judith Liu-Jimenez, Ines Goicoechea-Telleria, Raul Sanchez-Reillo
Published in: 2019 International Carnahan Conference on Security Technology (ICCST), 2019, Page(s) 1-13, ISBN 978-1-7281-1576-4
Publisher: IEEE
DOI: 10.1109/ccst.2019.8888436

Loss Functions for CNN-based Biometric Vein Recognition

Author(s): Ridvan Salih Kuzu, Emanuele Maiorana, Patrizio Campisi
Published in: 2020 28th European Signal Processing Conference (EUSIPCO), 2021, Page(s) 750-754, ISBN 978-9-0827-9705-3
Publisher: IEEE
DOI: 10.23919/eusipco47968.2020.9287517

Vein-based Biometric Verification using Transfer Learning

Author(s): Ridvan Salih Kuzu, Emanuele Maiorana, Patrizio Campisi
Published in: 2020 43rd International Conference on Telecommunications and Signal Processing (TSP), 2020, Page(s) 403-409, ISBN 978-1-7281-6376-5
Publisher: IEEE
DOI: 10.1109/tsp49548.2020.9163491

Evaluation of stability of swipe gesture authentication across usage scenarios of mobile device

Author(s): Elakkiya Ellavarason, Richard Guest & Farzin Deravi
Published in: EURASIP Journal on Information Security, 2020
Publisher: EURASIP Journal on Information Security
DOI: 10.1186/s13635-020-00103-0

A Framework for Assessing Factors Influencing User Interaction for Touch-based Biometrics

Author(s): Elakkiya Ellavarason, Richard Guest, Farzin Deravi
Published in: 2018 26th European Signal Processing Conference (EUSIPCO), 26th edition of the European Signal Processing Conference, EUSIPCO 2018, 2018, Page(s) 553-557, ISBN 978-9-0827-9701-5
Publisher: IEEE
DOI: 10.23919/eusipco.2018.8553537

A Requirement Analysis for Privacy Preserving Biometrics in View of Universal Human Rights and Data Protection Regulation

Author(s): Nicholas Whiskerd, Jana Dittmann, Claus Vielhauer
Published in: 2018 26th European Signal Processing Conference (EUSIPCO), 26th edition of the European Signal Processing Conference, EUSIPCO 2018, 2018, Page(s) 548-552, ISBN 978-9-0827-9701-5
Publisher: IEEE
DOI: 10.23919/eusipco.2018.8553045

User Interaction in Mobile Biometrics

Author(s): Barbara Corsetti, Ramon Blanco-Gonzalo, Raul Sanchez-Reillo
Published in: 2018 26th European Signal Processing Conference (EUSIPCO), 26th edition of the European Signal Processing Conference, EUSIPCO 2018, 2018, Page(s) 543-547, ISBN 978-9-0827-9701-5
Publisher: IEEE
DOI: 10.23919/eusipco.2018.8553284

Towards a Protection Profile for User-Centric and Self-Determined Privacy Management in Biometrics

Author(s): Salatiel Ezennaya Gomez Jana Dittmann Claus Vielhauer
Published in: SECURWARE 2018 : The Twelfth International Conference on Emerging Security Information, Systems and Technologies, September 16, 2018, 2018, Page(s) 37 to 42, ISBN 978-1-61208-661-3
Publisher: ThinkMind

Attacking a Smartphone Biometric Fingerprint System: A Novice's Approach

Author(s): R. Blanco Gonzalo, B. Corsetti, I. Goicoechea-Telleria, A. Husseis, J. Liu-Jimenez, R. Sanchez-Reillo, T. Eglitis, E. Ellavarason, R. Guest, C. Lunerti, M. Azimi, J. Khiarak, S. Ezennaya-Gomez, N. Whiskerd, R. Kuzu, E. Okoh
Published in: 2018 International Carnahan Conference on Security Technology (ICCST), 2018, Page(s) 1-5, ISBN 978-1-5386-7931-9
Publisher: IEEE
DOI: 10.1109/ccst.2018.8585726

On the cross-finger similarity of vein patterns

Author(s): Emanuela Piciucco Ridvan Salih Kuzu Emanuele Maiorana Patrizio Campisi
Published in: The 2nd International Workshop on Recent Advances in Digital Security: Biometrics and Forensics, September 10th, 2019, 2019
Publisher: The 2nd International Workshop on Recent Advances in Digital Security: Biometrics and Forensics

Ergonomics in Mobile Fingerprint Recognition Systems: A User Interaction Evaluation

Author(s): Barbara Corsetti, Raul Sanchez-Reillo, Richard M. Guest
Published in: Advances in Human Factors and Systems Interaction - Proceedings of the AHFE 2020 Virtual Conference on Human Factors and Systems Interaction, July 16-20, 2020, USA, 1207, 2020, Page(s) 382-389, ISBN 978-3-030-51368-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-51369-6_51

The Effects of Social Issues and Human Factors on the Reliability of Biometric Systems: A Review

Author(s): Mohammadreza Azimi, Andrzej Pacut
Published in: Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference (IntelliSys) Volume 2, 1251, 2021, Page(s) 103-110, ISBN 978-3-030-55186-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-55187-2_10

Towards a Mobile Biometrics Privacy Requirement Model

Author(s): Nicholas Whiskerd
Published in: OVGU Technical Reports 2018, 2018
Publisher: OVGU