Jesus Solano

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Customer Support

Biometric Authentication

Machine Learning

Fraud Detection

Top Venues

Publications

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)
C. A. Martínez-Mejía, Jesus Solano, Jakub Breier, D. Bucko, Xiaolu Hou
DeepBaR: Fault Backdoor Attack on Deep Neural Network Layers. CoRR (2024)
Jesus Solano, Oana-Maria Camburu, Pasquale Minervini
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations. CoRR (2023)
Jakub Breier, Xiaolu Hou, Martín Ochoa, Jesus Solano
FooBaR: Fault Fooling Backdoor Attack on Neural Network Training. IEEE Trans. Dependable Secur. Comput. 20 (3) (2023)
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 (2022)
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 (2022)
Esteban Rivera, Lizzy Tengana, Jesus Solano, Christian Lopez, Johana Flórez, Martín Ochoa
Scalable and Secure HTML5 Canvas-Based User Authentication. ACNS Workshops (2022)
Jesus Solano, Esteban Rivera, Lizzy Tengana, Christian Lopez, Johana Flórez, Martín Ochoa
A Siamese Neural Network for Scalable Behavioral Biometrics Authentication. ACNS Workshops (2022)
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) (2021)
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)
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)
Jakub Breier, Xiaolu Hou, Martín Ochoa, Jesus Solano
FooBaR: Fault Fooling Backdoor Attack on Neural Network Training. CoRR (2021)
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 (2021)
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)
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)
Esteban Rivera, Lizzy Tengana, Jesus Solano, Alejandra Castelblanco, Christian Lopez, Martín Ochoa
Risk-based Authentication Based on Network Latency Profiling. AISec@CCS (2020)
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)