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Impact of Data Breadth and Depth on Performance of Siamese Neural Network Model: Experiments with Three Keystroke Dynamic Datasets

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Impact of Data Breadth and Depth on Performance of Siamese Neural Network Model: Experiments with Three Keystroke Dynamic Datasets

·10 min read·Ahmed Anu Wahab, Daqing Hou, Nadia Cheng et al.

This paper asks a practical question that keystroke-biometrics researchers often assume away: how much dataset breadth (number of subjects) and depth (samples per subject, sequence length, and trip…

researchkeystroke-dynamicssiamese-networktriplet-lossmetric-learning

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KVC-onGoing: Keystroke Verification Challenge

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KVC-onGoing: Keystroke Verification Challenge

·9 min read·Giuseppe Stragapede, Ruben Vera-Rodriguez, Ruben Tolosana et al.

The Keystroke Verification Challenge - onGoing (KVC-onGoing) addresses the lack of standardized benchmarking protocols and large-scale, publicly accessible datasets for keystroke dynamics (KD) biom…

researchkeystroke-dynamicsbehavioral-biometricsbiometric-verificationdemographic-fairness

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