| 2025 | UAI | Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation. | Simon Dirmeier, Carlo Albert, Fernando Prez-Cruz |
| 2024 | ACSAC | TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding. | Giulio Pagnotta, Dorjan Hitaj, Briland Hitaj, Fernando Prez-Cruz, Luigi V. Mancini |
| 2023 | ESORICS | PassGPT: Password Modeling and (Guided) Generation with Large Language Models. | Javier Rando, Fernando Prez-Cruz, Briland Hitaj |
| 2023 | ICML | Adaptive Annealed Importance Sampling with Constant Rate Progress. | Shirin Goshtasbpour, Victor Cohen, Fernando Prez-Cruz |
| 2022 | ESORICS | MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding. | Dorjan Hitaj, Giulio Pagnotta, Briland Hitaj, Luigi V. Mancini, Fernando Prez-Cruz |
| 2022 | WCNC | Deep Reinforcement Learning for Random Access in Machine-Type Communication. | Muhammad Awais Jadoon, Adriano Pastore, Monica Navarro, Fernando Prez-Cruz |
| 2019 | ACNS | PassGAN: A Deep Learning Approach for Password Guessing. | Briland Hitaj, Paolo Gasti, Giuseppe Ateniese, Fernando Prez-Cruz |
| 2018 | ICASSP | Sparse Three-Parameter Restricted Indian Buffet Process for Understanding International Trade. | Melanie F. Pradier, Viktor Stojkoski, Zoran Utkovski, Lujupco Kocorev, Fernando Prez-Cruz |
| 2017 | CCS | Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. | Briland Hitaj, Giuseppe Ateniese, Fernando Prez-Cruz |
| 2016 | GLOBECOM | BLADE: A Universal, Blind Learning Algorithm for ToA Localization in NLOS Channels. | Fernando Prez-Cruz, Chih-Kuang Lin, Howard Huang |
| 2015 | GLOBECOM | RSSI Localization with Gaussian Processes and Tracking. | Marzieh Dashti, Simon Yiu, Siamak Yousefi, Fernando Prez-Cruz, Holger Claussen |
| 2015 | SAC | Deep learning in partially-labeled data streams. | Jesse Read, Fernando Prez-Cruz, Albert Bifet |
| 2014 | ISIT | Improved performance of LDPC-coded MIMO systems with EP-based soft-decisions. | Javier Cespedes, Pablo M. Olmos, Matilde Snchez Fernndez, Fernando Prez-Cruz |
| 2014 | ISIT | New information-estimation results for poisson, binomial and negative binomial models. | Camilo G. Taborda, Fernando Prez-Cruz, Dongning Guo |
| 2013 | ISIT | Improving the BP estimate over the AWGN channel using Tree-structured expectation propagation. | Luis Salamanca, Juan Jos Murillo-Fuentes, Pablo M. Olmos, Fernando Prez-Cruz |
| 2012 | ISIT | Finite-length analysis of the TEP decoder for LDPC ensembles over the BEC. | Pablo M. Olmos, Fernando Prez-Cruz, Luis Salamanca, Juan Jos Murillo-Fuentes |
| 2012 | ISIT | Mutual information and relative entropy over the Binomial and Negative Binomial channels. | Camilo G. Taborda, Fernando Prez-Cruz |
| 2012 | ITW | Finite-length performance of spatially-coupled LDPC codes under TEP decoding. | Pablo M. Olmos, Fernando Prez-Cruz, Luis Salamanca, Juan Jos Murillo-Fuentes |
| 2012 | ITW | Derivative of the relative entropy over the poisson and Binomial channel. | Camilo G. Taborda, Fernando Prez-Cruz |
| 2011 | ICASSP | When to add another dimension when communicating over MIMO channels. | Sreechakra Goparaju, A. Robert Calderbank, William R. Carson, Miguel R. D. Rodrigues, Fernando Prez-Cruz |
| 2011 | ISIT | Capacity achieving LDPC ensembles for the TEP decoder in erasure channels. | Pablo M. Olmos, Juan Jos Murillo-Fuentes, Fernando Prez-Cruz |
| 2011 | ITW | Zero-error codes for the noisy-typewriter channel. | Francisco J. R. Ruiz, Fernando Prez-Cruz |
| 2011 | ITW | MAP decoding for LDPC codes over the binary erasure channel. | Luis Salamanca, Pablo M. Olmos, Juan Jos Murillo-Fuentes, Fernando Prez-Cruz |
| 2010 | ISIT | Tree-structure expectation propagation for decoding LDPC codes over binary erasure channels. | Pablo M. Olmos, Juan Jos Murillo-Fuentes, Fernando Prez-Cruz |
| 2010 | ISIT | Channel decoding with a Bayesian equalizer. | Luis Salamanca, Juan Jos Murillo-Fuentes, Fernando Prez-Cruz |
| 2009 | ISIT | Optimized concatenated LDPC codes for joint source-channel coding. | Maria Fresia, Fernando Prez-Cruz, H. Vincent Poor |
| 2009 | ISIT | Distributed least square for consensus building in sensor networks. | Fernando Prez-Cruz, Sanjeev R. Kulkarni |
| 2008 | ISIT | Kullback-Leibler divergence estimation of continuous distributions. | Fernando Prez-Cruz |
| 2008 | ITW | Multiple-input multiple-output Gaussian channels: Optimal covariance for non-Gaussian inputs. | Miguel R. D. Rodrigues, Fernando Prez-Cruz, Sergio Verd |
| 2006 | ICASSP | Gaussian Processes for Digital Communications. | Fernando Prez-Cruz, Juan Jos Murillo-Fuentes |
| 2004 | IJCNN | Speeding up the IRWLS convergence to the SVM solution. | Fernando Prez-Cruz, Antonio Arts-Rodrguez |
| 2003 | AVSS | Supervised-PCA and SVM Classifiers for Object Detection in Infrared Images. | Ricardo Santiago-Mozos, Jos M. Leiva-Murillo, Fernando Prez-Cruz, Antonio Arts-Rodrguez |
| 2003 | ICASSP | Multi-class support vector machines: a new approach. | Jernimo Arenas-Garca, Fernando Prez-Cruz |
| 2003 | ICASSP | Kernel methods and their applications to signal processing. | Olivier Bousquet, Fernando Prez-Cruz |
| 2002 | ICANN | Puncturing Multi-class Support Vector Machines. | Fernando Prez-Cruz, Antonio Arts-Rodrguez |
| 2002 | ICANN | Multi-dimensional Function Approximation and Regression Estimation. | Fernando Prez-Cruz, Gustavo Camps-Valls, Emilio Soria-Olivas, Juan Jos Prez-Ruixo, Anbal R. Figueiras-Vidal, Antonio Arts-Rodrguez |
| 2002 | ICANN | Feature Selection via Genetic Optimization. | Sancho Salcedo-Sanz, Mario de Prado-Cumplido, Fernando Prez-Cruz, Carlos Bousoo-Calzn |
| 2001 | ICASSP | A new optimizing procedure for ν-support vector regressor. | Fernando Prez-Cruz, Antonio Arts-Rodrguez |
| 2000 | ICASSP | Support vector classifier with hyperbolic tangent penalty function. | Fernando Prez-Cruz, ngel Navia-Vzquez, Pedro Luis Alarcn-Diana, Antonio Arts-Rodrguez |
| 1993 | ICASSP | Feasibility analysis of channel equalizers using Kharitonov-type results. | Fernando Prez-Cruz, Domingo Docampo, Antonio Arts, Chaouki T. Abdallah |
| 1992 | ICASSP | A deconvolution-based efficient method for generating the excitation in linear predictive speech coding. | Domingo Docampo, Victoria Abreu-Sernndez, Fernando Prez-Cruz, Francisco Gonzlez |