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检索条件"机构=Biometrics and Data Pattern Analytics - BiDA Lab"
63 条 记 录,以下是41-50 订阅
排序:
A comprehensive study on face recognition biases beyond demographics
arXiv
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arXiv 2021年
作者: Terhörst, Philipp Kolf, Jan Niklas Huber, Marco Kirchbuchner, Florian Damer, Naser Morales, Aythami Fierrez, Julian Kuijper, Arjan Fraunhofer Institute for Computer Graphics Research IGD Darmstadt Germany Technical University of Darmstadt Darmstadt Germany Biometrics and Data Pattern Analytics Lab - BiDA Lab Universidad Autonoma de Madrid Madrid Spain
Face recognition (FR) systems have a growing effect on critical decision-making processes. Recent works have shown that FR solutions show strong performance differences based on the user’s demographics. However, to e... 详细信息
来源: 评论
A survey of privacy vulnerabilities of mobile device sensors
arXiv
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arXiv 2021年
作者: Delgado-Santos, Paula Stragapede, Giuseppe Tolosana, Ruben Guest, Richard Deravi, Farzin Vera-Rodriguez, Ruben School of Engineering and Digital Arts University of Kent Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid
The number of mobile devices, such as smartphones and smartwatches, is relentlessly increasing to almost 6.8 billion by 2022, and along with it, the amount of personal and sensitive data captured by them. This survey ... 详细信息
来源: 评论
Mobile Behavioral biometrics for Passive Authentication
arXiv
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arXiv 2022年
作者: Stragapede, Giuseppe Vera-Rodriguez, Ruben Tolosana, Ruben Morales, Aythami Acien, Alejandro Le Lan, Gaël Biometrics And Data Pattern Analytics Lab Universidad Autonoma De Madrid Spain Orange Labs Cesson-Sevigne France
Current mobile user authentication systems based on PIN codes, fingerprint, and face recognition have several shortcomings. Such limitations have been addressed in the literature by exploring the feasibility of passiv... 详细信息
来源: 评论
Assessing the Quality of Swipe Interactions for Mobile Biometric Systems
Assessing the Quality of Swipe Interactions for Mobile Biome...
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IEEE International Joint Conference on biometrics (IJCB)
作者: Marco Santopietro Ruben Vera-Rodriguez Richard Guest Aythami Morales Alejandro Acien University of Kent Canterbury UK Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Madrid Spain
The following topics are dealt with: face recognition; feature extraction; biometrics (access control); convolutional neural nets; learning (artificial intelligence); deep learning (artificial intelligence); iris reco... 详细信息
来源: 评论
Mobile Keystroke biometrics Using Transformers
arXiv
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arXiv 2022年
作者: Stragapede, Giuseppe Delgado-Santos, Paula Tolosana, Ruben Vera-Rodriguez, Ruben Guest, Richard Morales, Aythami Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain School of Engineering University of Kent United Kingdom
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 dynam... 详细信息
来源: 评论
Exploring Transformers for Behavioural biometrics: A Case Study in Gait Recognition
arXiv
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arXiv 2022年
作者: Delgado-Santos, Paula Tolosana, Ruben Guest, Richard Deravi, Farzin Vera-Rodriguez, Ruben School of Engineering University of Kent United Kingdom Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain
biometrics on mobile devices has attracted a lot of attention in recent years as it is considered a user-friendly authentication method. This interest has also been motivated by the success of Deep Learning (DL). Arch... 详细信息
来源: 评论
BeCAPTCHA-Type: Biometric Keystroke data Generation for Improved Bot Detection
BeCAPTCHA-Type: Biometric Keystroke Data Generation for Impr...
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IEEE Computer Society Conference on Computer Vision and pattern Recognition Workshops (CVPRW)
作者: Daniel DeAlcala Aythami Morales Ruben Tolosana Alejandro Acien Julian Fierrez Santiago Hernandez Miguel A. Ferrer Moises Diaz Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain University Las Palmas Gran Canaria Spain
This work proposes a data driven learning model for the synthesis of keystroke biometric data. The proposed method is compared with two statistical approaches based on Universal and User-dependent models. These approa...
来源: 评论
GaitPrivacyON: Privacy-Preserving Mobile Gait biometrics using Unsupervised Learning
arXiv
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arXiv 2021年
作者: Delgado-Santos, Paula Tolosana, Ruben Guest, Richard Vera-Rodriguez, Ruben Deravi, Farzin Morales, Aythami School of Engineering University of Kent United Kingdom Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain
Numerous studies in the literature have already shown the potential of biometrics on mobile devices for authentication purposes. However, it has been shown that, the learning processes associated to biometric systems ... 详细信息
来源: 评论
BeCAPTCHA-Type: Biometric Keystroke data Generation for Improved Bot Detection
arXiv
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arXiv 2022年
作者: DeAlcala, Daniel Morales, Aythami Tolosana, Ruben Acien, Alejandro Fierrez, Julian Hernandez, Santiago Ferrer, Miguel A. Diaz, Moises Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain University Las Palmas Gran Canaria Spain
This work proposes a data driven learning model for the synthesis of keystroke biometric data. The proposed method is compared with two statistical approaches based on Universal and User-dependent models. These approa... 详细信息
来源: 评论
Keystroke biometrics in response to fake news propagation in a global pandemic
arXiv
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arXiv 2020年
作者: Morales, Aythami Acien, Alejandro Fierrez, Julian Monaco, John V. Tolosana, Ruben Vera-Rodriguez, Ruben Ortega-Garcia, Javier Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain Naval Postgraduate School MonterreyCA United States
This work proposes and analyzes the use of keystroke biometrics for content de-anonymization. Fake news have become a powerful tool to manipulate public opinion, especially during major events. In particular, the mass... 详细信息
来源: 评论