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Alejandra Castelblanco
Alejandra Castelblanco
PhD Candidate, TUM and Helmholtz Center Munich
Email confirmado em helmholtz-muenchen.de
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Machine learning techniques for identity document verification in uncontrolled environments: A case study
A Castelblanco, J Solano, C Lopez, E Rivera, L Tengana, M Ochoa
Pattern Recognition: 12th Mexican Conference, MCPR 2020, Morelia, Mexico …, 2020
292020
A few-shot practical behavioral biometrics model for login authentication in web applications
J Solano, L Tengana, A Castelblanco, E Rivera, C Lopez, M Ochoa
NDSS Workshop on Measurements, Attacks, and Defenses for the Web (MADWeb’20), 2020
172020
Scrap: synthetically composed replay attacks vs. adversarial machine learning attacks against mouse-based biometric authentication
J Solano, C Lopez, E Rivera, A Castelblanco, L Tengana, M Ochoa
Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security …, 2020
122020
Risk-based authentication based on network latency profiling
E Rivera, L Tengana, J Solano, A Castelblanco, C López, M Ochoa
Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security …, 2020
112020
Keyboard and mouse based behavioral biometrics to enhance password-based login authentication using machine learning model
J Solano, L Tengana, A Castelblanco, E Rivera, C Lopez, M Ochoa
US Patent 11,537,693, 2022
52022
Dynamic face authentication systems: Deep learning verification for camera close-Up and head rotation paradigms
A Castelblanco, E Rivera, J Solano, L Tengana, C Lopez, M Ochoa
Computers & Security 115, 102629, 2022
52022
Diseño y simulación de un robot neumático deformable
A Castelblanco Cruz
Uniandes, 2014
52014
Physical document verification in uncontrolled environments
AC Cruz, MO Ronderos, JAS Gomez, ER Guerrero, LT Hurtado, ...
US Patent 11,144,752, 2021
32021
Automated MRI Lung Segmentation and 3D Morphologic Features for Quantification of Neonatal Lung Disease
B Mairhörmann, A Castelblanco, F Häfner, V Koliogiannis, L Haist, ...
Radiology: Artificial Intelligence 5 (6), e220239, 2023
22023
One-shot behavioral biometrics for login authentication using machine learning model
JAS Gomez, MO Ronderos, ER Guerrero, AC Cruz, LT Hurtado, ...
US Patent App. 17/148,395, 2022
22022
Deep learning-based magnetic resonance imaging lung segmentation and volumetric marker extraction in preterm infants
B Mairhörmann, A Castelblanco, F Häfner, V Pfahler, L Haist, D Waibel, ...
medRxiv, 2021.08. 06.21261648, 2021
22021
Adversarial attacks against mouse-and keyboard-based biometric authentication: black-box versus domain-specific techniques
C López, J Solano, E Rivera, L Tengana, J Florez-Lozano, ...
International Journal of Information Security 22 (6), 1665-1685, 2023
12023
A Siamese Neural Network for Behavioral Biometrics Authentication
J Solano, E Rivera, A Castelblanco, L Tengana, C Lopez, M Ochoa
12020
Colorimetric Sensor Reading and Illumination Correction via Multi-Task Deep-Learning
A Castelblanco, G Matzeu, E Ruggeri, FG Omenetto, A Hilgendorff, ...
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
Centy: Scalable Server-Side Web Integrity Verification System Based on Fuzzy Hashes
L Tengana, J Solano, A Castelblanco, E Rivera, C Lopez, M Ochoa
International Conference on Detection of Intrusions and Malware, and …, 2021
2021
Optimizing footwear features used in combination with ankle-foot orthoses for children with cerebral palsy
A Castelblanco Cruz
Uniandes, 2015
2015
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Artigos 1–16