Explainable Prediction of Chronic Renal Disease in the Colombian Population Using Neural Networks and Case-Based Reasoning. - Gabriel R. Vásquez-Morales; Sergio Mauricio Martínez Monterrubio; Pablo Moreno-Ger; Juan A. Recio-García (IEEE Access, 2019)

EsPADA: Enhanced Payload Analyzer for malware Detection robust against Adversarial threats. - Jorge Maestre Vidal; Marco Antonio Sotelo Monge; Sergio Mauricio Martínez Monterrubio (Future Gener. Comput. Syst., 2020)

Coronavirus fake news detection via MedOSINT check in health care official bulletins with CBR explanation: The way to find the real information source through OSINT, the verifier tool for official journals. - Sergio Mauricio Martínez Monterrubio; Amaya Noain-Sánchez; Elena Verdú Pérez; Rubén González Crespo (Inf. Sci., 2021)

Methodology for Computer Security Incident Response Teams into IoT Strategy. - Alejandro Enciso Bernal; Sergio Mauricio Martínez Monterrubio; Javier Parra Fuente; Rubén González Crespo; Elena Verdú (KSII Trans. Internet Inf. Syst., 2021)

Systematic review of SIEM technology: SIEM-SC birth. - Juan Miguel López Velásquez; Sergio Mauricio Martínez Monterrubio; Luis Enrique Sánchez Crespo; David Garcia Rosado (Int. J. Inf. Sec., 2023)

STEG-XAI: explainable steganalysis in images using neural networks. - Eugenia Kuchumova; Sergio Mauricio Martínez Monterrubio; Juan A. Recio-García (Multim. Tools Appl., 2024)

THREATMOSAIC: collection, curation and enrichment of indicators of compromise (IOCs). - Sergio Mauricio Martínez Monterrubio; Juan Frausto Solís; Juan Antonio Recio-García (Int. J. Comb. Optim. Probl. Informatics, 2025)

New ESVIT Software for IT Security Policy Verification in Production Systems. - Sergio Mauricio Martínez Monterrubio; Juan Frausto Solís; Juan Antonio Recio-García; Josmell Antonio Chavarri Velasquez (Int. J. Comb. Optim. Probl. Informatics, 2025)

SIEM-SC initial assessments: Towards a Sustainable and Compliant proposal for Security Information and Event Management. - Juan Miguel López Velásquez; Sergio Mauricio Martínez Monterrubio; Luis Enrique Sánchez Crespo; David Garcia Rosado (Int. J. Inf. Sec., 2025)