Rubén Vera-Rodríguez
4 papers in the PaperMetrix corpus
Papers by this author
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Blockchain meets Biometrics: Concepts, Application to Template Protection, and Trends
2020 · arXiv (Cornell University)
Blockchain technologies provide excellent architectures and practical tools for securing and managing the sensitive and private data stored in biometric templates, but at a cost. We discuss opportunities and challenges in the integration of blockchain …
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TypeNet: Scaling up Keystroke Biometrics
2020
We study the suitability of keystroke dynamics to authenticate 100 K users typing free-text. For this, we first analyze to what extent our method based on a Siamese Recurrent Neural Network (RNN) is able to …
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Mobile Keystroke Biometrics Using Transformers
2022 · arXiv (Cornell University)
Among user authentication methods, behavioural biometrics has proven to be effective against identity theft as well as user-friendly and unobtrusive. One of the most popular traits in the literature is keystroke dynamics due to the …
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SaFL: Sybil-aware Federated Learning with Application to Face Recognition
2023 · arXiv (Cornell University)
Federated Learning (FL) is a machine learning paradigm to conduct collaborative learning among clients on a joint model. The primary goal is to share clients' local training parameters with an integrating server while preserving their …