Search Results - "Ayotte, Blaine"
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Fast Continuous User Authentication Using Distance Metric Fusion of Free-Text Keystroke Data
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-06-2019)“…Keystroke dynamics are a powerful behavioral biometric capable of determining user identity and for continuous authentication. It is an unobtrusive method that…”
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Conference Proceeding -
2
Fast Free-Text Authentication via Instance-Based Keystroke Dynamics
Published in IEEE transactions on biometrics, behavior, and identity science (01-10-2020)“…Keystroke dynamics study the way in which users input text via their keyboards. Having the ability to differentiate users, typing behaviors can unobtrusively…”
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Journal Article -
3
Fast User Authentication via Keystroke Dynamics
Published 01-01-2021“…Keystroke dynamics is the study of how users input text via their keyboards. Being unobtrusive, economical, and commonly available, it holds the promise to…”
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Dissertation -
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Integrating machine learning concepts into undergraduate classes
Published in 2021 IEEE Frontiers in Education Conference (FIE) (13-10-2021)“…In this innovative practice work-in-progress paper, we compare two different methods to teach machine learning concepts to undergraduate students in Electrical…”
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Conference Proceeding -
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Introducing machine learning concepts using hands-on Android-based exercises
Published in 2019 IEEE Frontiers in Education Conference (FIE) (01-10-2019)“…In this innovative practice work-in-progress paper, we discuss novel methods to teach machine learning concepts to undergraduate students. Teaching machine…”
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Conference Proceeding -
6
Integrating machine learning concepts into undergraduate classes
Published 09-11-2022“…In this innovative practice work-in-progress paper, we compare two different methods to teach machine learning concepts to undergraduate students in Electrical…”
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Journal Article -
7
Group Leakage Overestimates Performance: A Case Study in Keystroke Dynamics
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-06-2021)“…Keystroke dynamics is a powerful behavioral biometric capable of user authentication based on typing patterns. As larger keystroke datasets become available,…”
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Conference Proceeding -
8
Fast Free-text Authentication via Instance-based Keystroke Dynamics
Published 16-06-2020“…Keystroke dynamics study the way in which users input text via their keyboards. Having the ability to differentiate users, typing behaviors can unobtrusively…”
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Journal Article -
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Fast and Accurate Continuous User Authentication by Fusion of Instance-based, Free-text Keystroke Dynamics
Published in 2019 International Conference of the Biometrics Special Interest Group (BIOSIG) (01-09-2019)“…Keystroke dynamics study the way in which users input text via their keyboards, which is unique to each individual, and can form a component of a behavioral…”
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Conference Proceeding