Javier Carnerero-Cano

According to our database, Javier Carnerero-Cano authored at least 12 papers between 2017 and 2026.

Collaborative distances:

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

2026

MATRA: Modeling the Attack Surface of Agentic AI Systems - OpenClaw Case Study.

Tim Van hamme, Thomas Vissers, Javier Carnerero-Cano, Mario Fritz, Emil C. Lupu, Lieven Desmet, Dinil Mon Divakaran

CoRR, May, 2026

Stealthy Poisoning Attacks Bypass Defenses in Regression Settings.

Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu

CoRR, January, 2026

FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models.

Javier Carnerero-Cano, Massimiliano Pronesti, Radu Marinescu, Tigran T. Tchrakian, James Barry, Jasmina Gajcin, Yufang Hou, Alessandra Pascale, Elizabeth Daly

CoRR, January, 2026

2025

Comprehensiveness Metrics for Automatic Evaluation of Factual Recall in Text Generation.

Adam Dejl, James Barry, Alessandra Pascale, Javier Carnerero-Cano

CoRR, October, 2025

Exploring Research and Tools in AI Security: A Systematic Mapping Study.

Sidhant Narula, Mohammad GhasemiGol, Javier Carnerero-Cano, Amanda Minnich, Emil Lupu, Daniel Takabi

IEEE Access, 2025

FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models.

Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Tigran T. Tchrakian, Javier Carnerero-Cano, Yufang Hou, Elizabeth M. Daly, Alessandra Pascale

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Hyperparameter Learning Under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization.

Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu

IEEE Trans. Neural Networks Learn. Syst., November, 2024

WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia.

Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano, Tigran T. Tchrakian, Radu Marinescu, Elizabeth Daly, Inkit Padhi, Prasanna Sattigeri

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters.

Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu

CoRR, 2021

2020

Regularisation Can Mitigate Poisoning Attacks: A Novel Analysis Based on Multiobjective Bilevel Optimisation.

Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu

CoRR, 2020

2019

Poisoning Attacks with Generative Adversarial Nets.

Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo, Javier Carnerero-Cano, Emil C. Lupu

CoRR, 2019

2017

An IoT Reader for Wireless Passive Electromagnetic Sensors.

Gabriel Galindo-Romera, Javier Carnerero-Cano, José Juan Martínez-Martínez, Francisco Javier Herraiz-Martínez

Sensors, 2017