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Alejandra Castelblanco
Alejandra Castelblanco
PhD Candidate, TUM and Helmholtz Center Munich
Adresă de e-mail confirmată pe helmholtz-muenchen.de
Titlu
Citat de
Citat de
Anul
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
Diseño y simulación de un robot neumático deformable
A Castelblanco Cruz
Uniandes, 2014
52014
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
42022
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
42022
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
Physical document verification in uncontrolled environments
AC Cruz, MO Ronderos, JAS Gomez, ER Guerrero, LT Hurtado, ...
US Patent 11,144,752, 2021
22021
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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