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2020 – today
- 2024
[j5]Sherly Alfonso-Sánchez
, Jesús Solano, Alejandro Correa Bahnsen, Kristina P. Sendova, Cristián Bravo:
Optimizing credit limit adjustments under adversarial goals using reinforcement learning. Eur. J. Oper. Res. 315(2): 802-817 (2024)- [c9]Jesus Solano, Mardhiyah Sanni, Oana-Maria Camburu, Pasquale Minervini:
SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations. ACL (1) 2024: 2053-2077 - [i7]Camilo A. Martínez-Mejía, Jesus Solano, Jakub Breier, Dominik Bucko, Xiaolu Hou:
DeepBaR: Fault Backdoor Attack on Deep Neural Network Layers. CoRR abs/2407.21220 (2024) - 2023
- [j4]Christian Lopez, Jesús Solano, Esteban Rivera, Lizzy Tengana, Johana Florez-Lozano, Alejandra Castelblanco, Martín Ochoa:
Adversarial attacks against mouse- and keyboard-based biometric authentication: black-box versus domain-specific techniques. Int. J. Inf. Sec. 22(6): 1665-1685 (2023) - [j3]Jakub Breier, Xiaolu Hou, Martín Ochoa, Jesus Solano:
FooBaR: Fault Fooling Backdoor Attack on Neural Network Training. IEEE Trans. Dependable Secur. Comput. 20(3): 1895-1908 (2023) - [i6]Jesus Solano, Oana-Maria Camburu, Pasquale Minervini:
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations. CoRR abs/2305.13235 (2023) - [i5]Sherly Alfonso-Sánchez, Jesús Solano, Alejandro Correa Bahnsen, Kristina P. Sendova, Cristián Bravo:
Optimizing Credit Limit Adjustments Under Adversarial Goals Using Reinforcement Learning. CoRR abs/2306.15585 (2023) - 2022
- [j2]Alejandra Castelblanco, Esteban Rivera, Jesus Solano, Lizzy Tengana, Christian Lopez, Martín Ochoa:
Dynamic face authentication systems: Deep learning verification for camera close-Up and head rotation paradigms. Comput. Secur. 115: 102629 (2022) - [c8]Jesus Solano, Esteban Rivera, Lizzy Tengana, Christian Lopez, Johana Flórez, Martín Ochoa:
A Siamese Neural Network for Scalable Behavioral Biometrics Authentication. ACNS Workshops 2022: 515-535 - [c7]Esteban Rivera, Lizzy Tengana, Jesus Solano, Christian Lopez, Johana Flórez, Martín Ochoa:
Scalable and Secure HTML5 Canvas-Based User Authentication. ACNS Workshops 2022: 554-574 - [i4]Juan Sebastián Salcedo Gallo, Jesus Solano, Javier Hernán García, David Zarruk-Valencia, Alejandro Correa Bahnsen:
Proactive Detractor Detection Framework Based on Message-Wise Sentiment Analysis Over Customer Support Interactions. CoRR abs/2211.03923 (2022) - [i3]Ana María Quintero-Ossa, Jesús Solano, Hernán Jarcía, David Zarruk, Alejandro Correa Bahnsen, Carlos F. Valencia:
Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings. CoRR abs/2211.05717 (2022) - 2021
- [j1]Jesus Solano, Luis David Camacho, Alejandro Correa, Claudio Deiro, Javier Vargas, Martín Ochoa:
Combining behavioral biometrics and session context analytics to enhance risk-based static authentication in web applications. Int. J. Inf. Sec. 20(2): 181-197 (2021) - [c6]Lizzy Tengana, Jesus Solano, Alejandra Castelblanco, Esteban Rivera, Christian Lopez, Martín Ochoa:
Centy: Scalable Server-Side Web Integrity Verification System Based on Fuzzy Hashes. DIMVA 2021: 371-390 - [c5]Jaime D. Acevedo-Viloria, Sebastián Soriano Pérez, Jesus Solano, David Zarruk-Valencia, Fernando G. Paulin, Alejandro Correa Bahnsen:
Feature-Level Fusion of Super-App and Telecommunication Alternative Data Sources for Credit Card Fraud Detection. ISI 2021: 1-6 - [i2]Jakub Breier, Xiaolu Hou, Martín Ochoa, Jesus Solano:
FooBaR: Fault Fooling Backdoor Attack on Neural Network Training. CoRR abs/2109.11249 (2021) - [i1]Jaime D. Acevedo-Viloria, Sebastián Soriano Pérez, Jesus Solano, David Zarruk-Valencia, Fernando G. Paulin, Alejandro Correa Bahnsen:
Feature-Level Fusion of Super-App and Telecommunication Alternative Data Sources for Credit Card Fraud Detection. CoRR abs/2111.03707 (2021) - 2020
- [c4]Jesus Solano, Christian Lopez, Esteban Rivera, Alejandra Castelblanco, Lizzy Tengana, Martín Ochoa:
SCRAP: Synthetically Composed Replay Attacks vs. Adversarial Machine Learning Attacks against Mouse-based Biometric Authentication. AISec@CCS 2020: 37-47 - [c3]Esteban Rivera, Lizzy Tengana, Jesus Solano, Alejandra Castelblanco, Christian Lopez, Martín Ochoa:
Risk-based Authentication Based on Network Latency Profiling. AISec@CCS 2020: 105-115 - [c2]Alejandra Castelblanco, Jesus Solano, Christian Lopez, Esteban Rivera, Lizzy Tengana, Martín Ochoa:
Machine Learning Techniques for Identity Document Verification in Uncontrolled Environments: A Case Study. MCPR 2020: 271-281
2010 – 2019
- 2019
- [c1]Jesus Solano, Luis David Camacho, Alejandro Correa, Claudio Deiro, Javier Vargas, Martín Ochoa:
Risk-Based Static Authentication in Web Applications with Behavioral Biometrics and Session Context Analytics. ACNS Workshops 2019: 3-23
Coauthor Index
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