Carlos Peláez-González

According to our database, Carlos Peláez-González authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

TAXAL framework: Triadic fusion of cognitive, functional, and causal dimensions for explainability in agentic LLMs.

David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Virilo Tejedor, Rosana Montes, Francisco Herrera

Inf. Fusion, 2026

A domain-based taxonomy of jailbreak vulnerabilities in large language models.

Carlos Peláez-González, Andrés Herrera-Poyatos, Cristina Zuheros, David Herrera-Poyatos, Virilo Tejedor, Francisco Herrera

Neurocomputing, 2026

2025

Triadic Fusion of Cognitive, Functional, and Causal Dimensions for Explainable LLMs: The TAXAL Framework.

David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Virilo Tejedor, Rosana Montes, Francisco Herrera

CoRR, September, 2025

The H-Elena Trojan Virus to Infect Model Weights: A Wake-Up Call on the Security Risks of Malicious Fine-Tuning.

Virilo Tejedor, Cristina Zuheros, Carlos Peláez-González, David Herrera-Poyatos, Andrés Herrera-Poyatos, Francisco Herrera

CoRR, April, 2025

An overview of model uncertainty and variability in LLM-based sentiment analysis: challenges, mitigation strategies, and the role of explainability.

David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Andrés Herrera-Poyatos, Virilo Tejedor, Francisco Herrera, Rosana Montes

Frontiers Artif. Intell., 2025

2024

An In-depth Analysis of Jailbreaking Through Domain Characterization of LLM Training Sets.

Carlos Peláez-González, Andrés Herrera-Poyatos, Francisco Herrera-Triguero

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024