{"id":967,"date":"2021-10-14T09:03:52","date_gmt":"2021-10-14T07:03:52","guid":{"rendered":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/?page_id=967"},"modified":"2024-01-16T12:38:57","modified_gmt":"2024-01-16T11:38:57","slug":"designing-and-evaluating-scalable-behavioral-biometrics-systems-for-pervasive-computing-environments","status":"publish","type":"page","link":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/designing-and-evaluating-scalable-behavioral-biometrics-systems-for-pervasive-computing-environments\/","title":{"rendered":"Designing and Evaluating Scalable Behavioral Biometrics Systems for Pervasive Computing Environments"},"content":{"rendered":"\t\t
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Designing and Evaluating Scalable Behavioral Biometrics Systems for Pervasive Computing Environments<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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<\/p>\n

<\/p>\n

Principal Investigators<\/h5>\n

<\/p>\n

<\/p>\n

Prof. Dr. Florian Alt, Bundeswehr University Munich, Munich (Homepage<\/a>)
Prof. Dr. Stefan Schneegass, University of Duisburg-Essen, Essen (Homepage<\/a>)<\/p>\n

<\/p>\n

<\/p>\n

Pervasive computing environments, such as smart public spaces, contain many different sensing and interaction opportunities for users. One core challenge is authenticating and identifying users to provide customized services. In this project, we investigate how this can be realized using behavioural biometrics. The main research question this project is addressing is how behavioural biometrics approaches scale to different pervasive computing environments containing multiple users with changing behaviour, different physicalities, and changing sensing and interaction capabilities.<\/p>\n

Main Research Question<\/h5>\n

\nHow do behavioural biometrics approaches scale to different pervasive computing environments containing multiple users with changing behaviour, different physicalities, and changing sensing and interaction capabilities?\n<\/p>\n

Sub-Research Questions<\/h5>\n

Questions that will be addressed in the project include, but are not limited to:<\/p>\n

    \n
  1. How users\u2019 behaviour is influenced both by multiple other people in the vicinity, characteristics of a space (either public or private), as well as by novel interaction techniques that emerge as a result of more and more computers becoming parts of our everyday life,<\/li>\n
  2. How does this influence the way we design and develop behavioural biometrics systems (building and (re-) training user models, storing and exchanging data), and<\/li>\n
  3. What this means for behavioural biometrics-based authentication concepts (e.g., how can we build user interfaces that foster a certain behaviour, how can appropriate behavioural traits be identified based on the current context).<\/li>\n<\/ol>\n
    Publications<\/h5>\n

    <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    How Unique do we Move? Understanding the Human Body and Context Factors for User Identification<\/p>\n

    Abdrabou Y., Mecke L., Rivu R., Prange S., Nguyen Q. D., Voigt V., Alt F., & Pfeuffer K.<\/em><\/p>\n

    MuC 2023<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    A Systematic Analysis of External Factors Affecting Gait Identification.<\/p>\n

    Saad, A., Wittig, N., Gruenefeld, U., & Schneegass, S.<\/em><\/p>\n

    IEEE IJCB 2022<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    PrivacyScout: Assessing Vulnerability to Shoulder Surfing on Mobile Devices.<\/p>\n

    B\u00e2ce, M., Saad, A., Khamis, M. , Schneegass, S. and Bulling, A.<\/em><\/p>\n

    PETS 2022<\/strong><\/p>\n

    \u00a0<\/strong><\/p>\n

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    Understanding user identification in virtual reality through behavioral biometrics and the effect of body normalization.<\/p>\n

    Liebers, J., Abdelaziz, M., Mecke, L., Saad, A., Auda, J., Gruenefeld, U., Alt, F., & Schneegass, S.<\/em><\/p>\n

    CHI 2021<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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    SenseHandle: Investigating Human-Door Interaction Behaviour for Authentication in the Physical World.<\/p>\n

    Delgado Rodriguez, S., Mecke, L., & Alt, F.<\/em><\/p>\n

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    SOUPS 2022<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    An Investigation of Shoulder Surfing Attacks on Touch-Based Unlock Events.<\/p>\n

    Schneegass, S., Saad, A., Heger, R., Delgado Rodriguez, S., Poguntke, R., & Alt, F.<\/em><\/p>\n

    MobileHCI 2022<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Beyond passwords\u2014Challenges and opportunities of future authentication.<\/p>\n

    Alt, F., & Schneegass, S.<\/em><\/p>\n

    IEEE Security&Privacy 2022<\/strong><\/p>\n

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    Understanding Bystanders\u2019 tendency to shoulder surf smartphones using 360-degree videos in virtual reality.<\/p>\n

    Saad, A., Liebers, J., Gruenefeld, U., Alt, F., & Schneegass, S.<\/em><\/p>\n

    MobileHCI 2021<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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    Exploring the Use of Electromagnets to Influence Key Targeting on Physical Keyboards<\/p>\n

    Mecke, L., Prieto Romero, I., Delgado Rodriguez, S., & Alt, F.<\/em><\/p>\n

    CHI 2023<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    HotFoot: Foot-Based User Identification Using Thermal Imaging<\/span><\/p>\n

    Saad, A., Izadi, K., Ahmad Khan, A., Knierim, P., Schneegass, S., Alt, F., & Abdelrahman, Y.<\/em>\u00a0<\/p>\n

    CHI 2023<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Are they actually looking? identifying smartphones shoulder surfing through gaze estimation.<\/p>\n

    Saad, A., Elkafrawy, D. H., Abdennadher, S., & Schneegass, S.\u00a0<\/em><\/p>\n

    ETRA 2020<\/strong><\/p>\n

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    ActPad\u2013A Smart Desk Platform to Enable User Interaction with IoT Devices.<\/p>\n

    Delgado Rodriguez, S., Prange, S., Mecke, L., & Alt, F.<\/em><\/p>\n

    CHI 2021<\/strong><\/p>\n

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    \u201cI saw your partner naked\u201d: Exploring Privacy Challenges During Video-based Online Meetings<\/p>\n

    Prange, S., Rodriguez, S. D., Mecke, L., & Alt, F.<\/em><\/p>\n

    MUM 2022<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Understanding shoulder surfer behavior and attack patterns using virtual reality.<\/p>\n

    Abdrabou, Y., Rivu, R., Ammar, T., Liebers, J., Saad, A., Liebers, C., Gruenefeld, U., Knierim, P., Khamis, M., Schneegass, S., & Alt, F.<\/em><\/p>\n

    ACM AVI 2022<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Mask removal isn\u2019t always convenient in public!\u2013The Impact of the Covid-19 Pandemic on Device Usage and User Authentication.<\/span><\/p>\n

    Saad, A., Gruenefeld, U., Mecke, L., Koelle, M., Alt, F., & Schneegass, S<\/em>.\u00a0<\/span><\/p>\n

    CHI 2022<\/strong><\/p>\n

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    Don\u2019t Use Fingerprint, it\u2019s Raining! How People Use and Perceive Context-Aware Selection of Mobile Authentication.<\/p>\n

    Prange, S., Mecke, L., Nguyen, A., Khamis, M., & Alt, F<\/em>.<\/p>\n

    IEEE IJCB 2022<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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      \n
    1. Abdrabou Y., Mecke L., Rivu R., Prange S., Nguyen Q. D., Voigt V., Alt F., & Pfeuffer K. (2023, September). How Unique do we Move? Understanding the Human Body and Context Factors for User Identification. In Proceedings of the Conference on Mensch Und Computer (MuC \u201923)<\/span><\/li>\n
    2. Saad, A., Izadi, K., Ahmad Khan, A., Knierim, P., Schneegass, S., Alt, F., & Abdelrahman, Y. (2023, April). HotFoot: Foot-Based User Identification Using Thermal Imaging. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (pp. 1-13).<\/span> https:\/\/doi.org\/10.1145\/3544548.3580924<\/a><\/li>\n
    3. Mecke, L., Prieto Romero, I., Delgado Rodriguez, S., & Alt, F. (2023, April). Exploring the Use of Electromagnets to Influence Key Targeting on Physical Keyboards. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (pp. 1-8)<\/span>.http:\/\/dx.doi.org\/10.1145\/3544549.3585703<\/a><\/li>\n
    4. Prange, S., Rodriguez, S. D., Mecke, L., & Alt, F. (2022, November). \u201cI saw your partner naked\u201d: Exploring Privacy Challenges During Video-based Online Meetings. In Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia (pp. 71-82).<\/span> http:\/\/dx.doi.org\/10.1145\/3568444.3568468<\/a><\/li>\n
    5. Saad, A., Wittig, N., Gruenefeld, U., & Schneegass, S. (2022, October). A Systematic Analysis of External Factors Affecting Gait Identification. In 2022 IEEE International Joint Conference on Biometrics (IJCB) (pp. 1-9). IEEE<\/span>. https:\/\/doi.org\/10.1109\/IJCB54206.2022.10007994<\/a><\/li>\n
    6. Schneegass, S., Saad, A., Heger, R., Delgado Rodriguez, S., Poguntke, R., & Alt, F. (2022). An Investigation of Shoulder Surfing Attacks on Touch-Based Unlock Events. Proceedings of the ACM on Human-Computer Interaction, 6(MHCI), 1-14.<\/span> https:\/\/doi.org\/10.1145\/3546742<\/a><\/li>\n
    7. Saad, A., Gruenefeld, U., Mecke, L., Koelle, M., Alt, F., & Schneegass, S. (2022, April). Mask removal isn\u2019t always convenient in public!\u2013The Impact of the Covid-19 Pandemic on Device Usage and User Authentication. In CHI Conference on Human Factors in Computing Systems Extended Abstracts (pp. 1-7).<\/span> doi:10.1145\/3491101.3519804<\/li>\n
    8. Abdrabou, Y., Rivu, R., Ammar, T., Liebers, J., Saad, A., Liebers, C., Gruenefeld, U., Knierim, P., Khamis, M., Schneegass, S., & Alt, F.. (2022, June). Understanding shoulder surfer behavior and attack patterns using virtual reality. In Proceedings of the 2022 International Conference on Advanced Visual Interfaces (pp. 1-9)<\/span>. https:\/\/doi.org\/10.1145\/3531073.3531106<\/a><\/li>\n
    9. B\u00e2ce, M., Saad, A., Khamis, M. , Schneegass, S. and Bulling, A. (2022) PrivacyScout: Assessing Vulnerability to Shoulder Surfing on Mobile Devices. In: Privacy Enhancing Technologies Symposium 2022 (PETS 2022), Sydney, Australia, 11-15 Jul 2022, pp. 650-669.<\/span> https:\/\/doi.org\/10.56553\/popets-2022-0090<\/a><\/li>\n
    10. Delgado Rodriguez, S., Mecke, L., & Alt, F. (2022). SenseHandle: Investigating Human-Door Interaction Behaviour for Authentication in the Physical World. In USENIX Symposium on Usable Privacy and Security (SOUPS) (pp. 7-9)<\/span>.<\/li>\n
    11. Alt, F., & Schneegass, S. (2022). Beyond passwords\u2014Challenges and opportunities of future authentication. IEEE Security & Privacy, 20(1), 82-86.<\/span> https:\/\/doi.org\/10.1109\/MSEC.2021.3127459<\/a><\/li>\n
    12. Saad, A., Liebers, J., Gruenefeld, U., Alt, F., & Schneegass, S. (2021, September). Understanding Bystanders\u2019 tendency to shoulder surf smartphones using 360-degree videos in virtual reality. In Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction (pp. 1-8).<\/span> https:\/\/doi.org\/10.1145\/3447526.3472058<\/a><\/li>\n
    13. Liebers, J., Abdelaziz, M., Mecke, L., Saad, A., Auda, J., Gruenefeld, U., Alt, F., & Schneegass, S. (2021, May). Understanding user identification in virtual reality through behavioral biometrics and the effect of body normalization. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (pp. 1-11).<\/span> http:\/\/dx.doi.org\/10.1145\/3411764.3445528<\/a><\/li>\n
    14. Delgado Rodriguez, S., Prange, S., Mecke, L., & Alt, F. (2021, May). ActPad\u2013A Smart Desk Platform to Enable User Interaction with IoT Devices. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (pp. 1-6).<\/span> http:\/\/dx.doi.org\/10.1145\/3411763.3451825<\/a><\/li>\n
    15. Saad, A., Elkafrawy, D. H., Abdennadher, S., & Schneegass, S. (2020, June). Are they actually looking? identifying smartphones shoulder surfing through gaze estimation. In ACM symposium on eye tracking research and applications (pp. 1-3).<\/span> https:\/\/doi.org\/10.1145\/3379157.3391422<\/a><\/li>\n
    16. Prange, S., Mecke, L., Nguyen, A., Khamis, M., & Alt, F. (2020, September). Don’t Use Fingerprint, it’s Raining! How People Use and Perceive Context-Aware Selection of Mobile Authentication. In Proceedings of the international conference on advanced visual interfaces (pp. 1-5).<\/span> http:\/\/dx.doi.org\/10.1145\/3399715.3399823<\/a><\/li>\n<\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

      Designing and Evaluating Scalable Behavioral Biometrics Systems for Pervasive Computing Environments Principal Investigators Prof. Dr. Florian Alt, Bundeswehr University Munich, Munich (Homepage)Prof. Dr. Stefan Schneegass, University of Duisburg-Essen, Essen (Homepage) Pervasive computing environments, such as smart public spaces, contain many different sensing and interaction opportunities for users. One core challenge is authenticating and identifying users […]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"coauthors":[61],"class_list":["post-967","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/pages\/967","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/comments?post=967"}],"version-history":[{"count":96,"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/pages\/967\/revisions"}],"predecessor-version":[{"id":4806,"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/pages\/967\/revisions\/4806"}],"wp:attachment":[{"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/media?parent=967"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/scalableinteractionparadigms.uni-oldenburg.de\/blog\/wp-json\/wp\/v2\/coauthors?post=967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}