Gonzalo Mancera

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Membership Inference Test: Auditing Training Data in Object Classification Models.
CoRR
Gonzalo Mancera, Daniel DeAlcala, Aythami Morales, Ruben Tolosana, Julian Fierrez
2026 J jnl
Zero- and Few-Shot Named-Entity Recognition: Case Study and Dataset in the Crime Domain (CrimeNER).
CoRR
Miguel Lopez-Duran, Julian Fierrez, Aythami Morales, Daniel DeAlcala, Gonzalo Mancera, Javier Irigoyen, Ruben Tolosana, Oscar Delgado, Francisco Jurado, Alvaro Ortigosa
2025 J jnl
Active Membership Inference Test (aMINT): Enhancing Model Auditability with Multi-Task Learning.
CoRR
Daniel DeAlcala, Aythami Morales, Julian Fierrez, Gonzalo Mancera, Ruben Tolosana, Javier Ortega-Garcia
2025 J jnl
Addressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment.
CoRR
Alejandro Peña, Julian Fierrez, Aythami Morales, Gonzalo Mancera, Miguel Lopez, Ruben Tolosana
2025 J jnl
Is My Data in Your AI? Membership Inference Test (MINT) Applied to Face Biometrics.
IEEE Access
Daniel DeAlcala, Aythami Morales, Julian Fierrez, Gonzalo Mancera, Ruben Tolosana, Javier Ortega-Garcia
2025 J jnl
Is My Text in Your AI Model? Gradient-based Membership Inference Test applied to LLMs.
CoRR
Gonzalo Mancera, Daniel DeAlcala, Julian Fierrez, Ruben Tolosana, Aythami Morales
2025 J jnl
MINT-Demo: Membership Inference Test Demonstrator.
CoRR
Daniel DeAlcala, Aythami Morales, Julian Fierrez, Gonzalo Mancera, Ruben Tolosana, Rubén Vera-Rodríguez
2025 — conf
PBa-LLM: Privacy- and Bias-Aware NLP Using Named-Entity Recognition (NER).
ICDAR (Workshops 1)
Gonzalo Mancera, Aythami Morales, Julian Fierrez, Ruben Tolosana, Alejandro Peña, Miguel Lopez-Duran, Francisco Jurado, Alvaro Ortigosa
2025 J jnl
PBa-LLM: Privacy- and Bias-aware NLP using Named-Entity Recognition (NER).
CoRR
Gonzalo Mancera, Aythami Morales, Julian Fierrez, Ruben Tolosana, Alejandro Peña, Miguel Lopez-Duran, Francisco Jurado, Alvaro Ortigosa
2025 — conf
gMINT: Gradiant-based Membership Inference Test applied to Image Models.
CVPR Workshops
Daniel DeAlcala, Aythami Morales, Julian Fierrez, Gonzalo Mancera, Ruben Tolosana
2024 — conf
A Comprehensive Analysis of Factors Impacting Membership Inference.
CVPR Workshops
Daniel DeAlcala, Gonzalo Mancera, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Javier Ortega-Garcia
2024 J jnl
Is my Data in your AI Model? Membership Inference Test with Application to Face Images.
CoRR
Daniel DeAlcala, Aythami Morales, Gonzalo Mancera, Julian Fiérrez, Ruben Tolosana, Javier Ortega-Garcia