Javier Carnerero-Cano

14 papers A* 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models.
CoRR
Javier Carnerero-Cano, Massimiliano Pronesti, Radu Marinescu, Tigran T. Tchrakian, James Barry, Jasmina Gajcin, Yufang Hou, Alessandra Pascale, Elizabeth Daly
2026 J jnl
Stealthy Poisoning Attacks Bypass Defenses in Regression Settings.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2025 J jnl
Comprehensiveness Metrics for Automatic Evaluation of Factual Recall in Text Generation.
CoRR
Adam Dejl, James Barry, Alessandra Pascale, Javier Carnerero-Cano
2025 J jnl
Exploring Research and Tools in AI Security: A Systematic Mapping Study.
IEEE Access
Sidhant Narula, Mohammad GhasemiGol, Javier Carnerero-Cano, Amanda Minnich, Emil Lupu, Daniel Takabi
2025 — conf
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models.
EMNLP (Findings)
Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Tigran T. Tchrakian, Javier Carnerero-Cano, Yufang Hou, Elizabeth M. Daly, Alessandra Pascale
2025 J jnl
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models.
CoRR
Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Tigran T. Tchrakian, Javier Carnerero-Cano, Yufang Hou, Elizabeth Daly, Alessandra Pascale
2024 J jnl
Hyperparameter Learning Under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2024 A* conf
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia.
NeurIPS
Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano, Tigran T. Tchrakian, Radu Marinescu, Elizabeth Daly, Inkit Padhi, Prasanna Sattigeri
2024 J jnl
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia.
CoRR
Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano, Tigran T. Tchrakian, Radu Marinescu, Elizabeth Daly, Inkit Padhi, Prasanna Sattigeri
2023 J jnl
Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2021 J jnl
Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2020 J jnl
Regularisation Can Mitigate Poisoning Attacks: A Novel Analysis Based on Multiobjective Bilevel Optimisation.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2019 J jnl
Poisoning Attacks with Generative Adversarial Nets.
CoRR
Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo, Javier Carnerero-Cano, Emil C. Lupu
2017 J jnl
An IoT Reader for Wireless Passive Electromagnetic Sensors.
Sensors
Gabriel Galindo-Romera, Javier Carnerero-Cano, José Juan Martínez-Martínez, Francisco Javier Herraiz-Martínez