Fernando joined the faculty of the School of Telecommunications Engineering, University of Vigo, as an assistant professor in 1990 and since 2000 is Professor (Catedrático) in the same institution. During 2009-2012 he was the holder of the Prince of Asturias Endowed Chair (now King Felipe VI Endowed Chair) on Information Science and Technology at the University of New Mexico (UNM), where he currently is Research Professor. During 2007-2014 he was Founding Executive Director of GRADIANT (Galician R&D Center in Advanced Telecommunications), a private-public R&D center with a staff of more than 200.
He has been the principal investigator of more than 50 projects with industry. He holds 15 patents covering a wide range of technologies, including printed document protection, watermarking for surveillance systems, automatic content recognition, signal processing in the encrypted domain, telecommunications measurement equipment, and technologies for broadcast gap-fillers.
He was coeditor of the book Intelligent Methods in Signal Processing and Communications (Boston, MA: Birkhauser, 1997), has been Guest Editor of three special sections of the EURASIP journal Signal Processing devoted to signal processing for communications and digital watermarking, as well as Guest Editor of a Feature Topic of the IEEE Communications Magazine on digital watermarking. He has been Technical Program Committee Co-Chair of the 10th-15th International Workshops on Digital Forensics and Watermarking (IWDW), the 2013 IEEE International Workshop on Multimedia Signal Processing (MMSP'13), and the 7th and 18th IEEE Workshops on Information Forensics and Security (WIFS2015, WIFS2026).
Fernando was the Chair of the 5th and 6th Baiona Workshops on Signal Processing in Communications, held in Baiona, Spain, in 1999 and 2003, respectively, and Co-Chair of the 7th Information Hiding Workshop, in Barcelona, Spain, 2005, the First Workshop on Applications of the Benford’s Law, in Santa Fe, NM, USA, 2007, the 4th IEEE Workshop on Information Forensics and Security, WIFS2012, in Tenerife, Spain, 2012, the 4th ACM Workshop on Information Hiding and Multimedia Security, in Vigo, Spain, 2016, the European Signal Processing Conference, EUSIPCO2021, in Dublin, Ireland, 2022, and Chair of the 12th ACM Workshop on Information Hiding and Multimedia Security, in Baiona, Spain, 2024. He has co-authored over 80 papers in leading international journals and more than 190 papers published in various conference proceedings. He led the group of the University of Vigo that took part in the European projects CERTIMARK and REWIND, ECRYPT, NIFTy, WITDOM, UNCOVER and TRUMPET. He has also been the representative for the Spanish Ministry of Science and Innovation in the European Research Area CHISTERA.
During 2007-2010 he was Program Manager of the Spanish National R&D Plan on Electronic and Communication Technologies, Ministry of Science and Innovation, where he oversaw an annual budget of over 21 M€.
Fernando served as Associate Editor of IEEE Signal Processing Letters (2005-2009) and IEEE Trans. on Information Forensics and Security (2006-2010). He was been Editor in Chief of EURASIP International Journal on Information Security (Springer-Nature) from 2017 to 2021. During 2019-2021 he served as Senior Area Editor of IEEE Trans. on Information Forensics and Security; from 2023 he is back as an Associate Editor of this journal.
He was an Elected Member of the Information Forensics and Security Technical Committe, IEEE Signal Processing Society, in the periods 2010-2012, 2015-2017; 2024-2026 and an Eelected Member of the Special Area Team in Biometrics, Data Forensics and Security, EURASIP, during 2016-2018. He is a Fellow of the IEEE, a Fellow of the Asia-Pacific Artificial Intelligence Association (AAIA), and a Fellow of the Artificial Intelligence Industry Academy (AIIA). Since 2014, he has been a member of the Royal Galician Academy of Sciences, serving on its board of directors since 2019.
Resume:
CV_fperez
- Juan Ramón Hernández (1998), now at Nagra. Awarded best Ph.D. Thesis in Spain in Electronic Commerce by the Spanish Institute of Telecommunications Engineers, 1999.
- Carlos Mosquera (1998), Professor (University of Vigo)
- Roberto López-Valcarce (2000), Associate Professor (University of Vigo).
- Félix Balado (2003), Assistant Professor (University College Dublin)
- Pedro Comesaña (2006), Associate Professor (University of Vigo). Awarded best Ph.D. Thesis in Spain in Security and Defense by the Spanish Institue of Telecommunications Engineers, 2007.
- Luis Pérez-Freire (2008), Executive Director (GRADIANT). Awarded best Ph.D. Thesis in Spain in Management, Economy and Regulation of Telecommunications by the Spanish Institute of Telecommunications Engineers, 2009.
- Juan R. Troncoso (2012), Postdoctoral Fellow (Ecole Polytechnique Federale de Lausanne). Awarded best Ph.D. Thesis in Spain in Telecommunication Networks and Services by the Spanish Institute of Telecommunications Engineers, 2013.
- Juan Antonio Elices (2014, at UNM), Researcher at Safe Browsing Group, Google, US.
- Gabriel Domínguez (2016), Director, Diagnostic AI at AstraZeneca, UK.
- David Vázquez Padín (2016), Senior Researcher (University of Vigo). Awarded best Ph.D. Thesis in Galicia by the Galician Institute of Telecommunications Engineers, 2018.
- Simón Oya (2019), Assistant Professor (University of British Columbia, Canada).
- Alberto Pedrouzo-Ulloa (2019), Postdoctoral Researcher (University of Vigo).
- Mina Namazi (2020), Postdoc Researcher, Case Western Reserve University, US.
- Andrea Montibeller (2024, at University of Trento), Postdoctoral Researcher (University of Trento).
- Elena Rodríguez-Lois, ongoing.
- Miguel Morona-Mínguez, ongoing.
I have participated in the Horizon Europa Project TRUMPET

A TRUstworthy Multi-site Privacy Enhancing Technologies.
in the H2020 European Project UNCOVER

Development of an Efficient Steganalysis Framework for Uncovering Hidden Data in Digital Media.
in REWIND (FP7 European Project)
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in NIFTy (FP7 European Project)

Novel Image/photo Forensic Tools for fighting against child pornography
and in WITDOM (H2020 European project)

Empowering Privacy and Security in Cloud Environments
Other publications (thoughts and afterthoughts)
My mathematical genealogy tree traces back to Fourier and Gauss!
Ingeniero de Telecomunicación, Universidade de Santiago, 1990.
PhD Telecommunications Engineering, Universidade de Vigo, 1993.
- A. Pedrouzo-Ulloa, J.R. Troncoso-Pastoriza, N. Gama, M. Georgieva, F. Pérez-González, Revisiting multivariate ring learning with errors and its applications on lattice-based cryptography, Ernesto Viéitez Cortizo Award to Best Research Work (6,000 €), Royal Galician Academy of Sciences, October 2021.
- A. Pedrouzo-Ulloa, M. Masciopinto, J.R. Troncoso and F. Pérez-González. A Review of ‘Camera Attribution Forensic Analyzer in the Encrypted Domain’. 6th Spanish Conferenceon Cybersecurity (JNIC), June 2021. Best Published Paper Award.
- A. Pedrouzo-Ulloa, M. Masciopinto, J.R. Troncoso and F. Pérez-González. Camera Attribution Forensic Analyzer in the Encrypted Domain. 10th IEEE International Workshop on Information Forensics and Security, WIFS 2018, Hong-Kong, December 2018. Best Paper Award.
- P. Comesaña and F. Pérez-González. The Optimal Attack to Histogram-based Forensic Detectors is Simple(x). 6th IEEE International Workshop on Information Forensics and Security, WIFS14, Atlanta, GA, December 2014. Best Paper Award.
- P. Comesaña, F. Pérez-González and C.T. Abdallah. Witsenhausen’s Counterexample and its Links with Multimedia Security Problems. International Workshop on Digital-forensics and Watermarking, IWDW11, Atlantic City, New Jersey, October 2011. Best Paper Award.
- J. Elices, F. Pérez-González and C. Troncoso. Fingerprinting TOR’s Hidden Service Log Files Using a Timing Channel. IEEE Intl. Workshop on Information Forensics and Security, WIFS’11, Foz de Iguazu, Brazil, November-December 2011. Gold Award to Best Student Paper.
- L. Pérez-Freire and F. Pérez-González, Spread Spectrum Watermarking Security, IEEE Transactions on Information Forensics and Security, 4(1):2-24, March 2009. Nominated by the IFS-TC (Information Forensics and Security Technical Committee) to the IEEE Signal Processing Society Young Author Best Paper Award.
- L. Pérez-Freire and F. Pérez-González. Exploiting security holes in lattice data hiding. 7th Information Hiding Workshop. Saint-Malo, France, June 2007. Best Young Researcher Paper Award.
- “Enxeño” award for Excellence in telecommunications research and technology transfer to industry, COETTGA, 2024.
- Fellow, Artificial Intelligence Industry Academy (AIIA), 2023.
- Fellow Asia-Pacific Artificial Intelligence Association, 2022.
- Galicia Award for Innovative Career, 2021.
- IEEE Fellow, 2016.
- Member, Royal Galician Academy of Sciences, 2014.
- Engineer of the Year, Galician Official Association of Telecommunication Engineers, 2011.
- Awards to our patented technology Fividoc for printed document security:
- Cloud Innovation Award by Fujitsu, 2011.
- Eganet Award to e-Administration, 2010.
- Galician Official Association of Telecommunication Engineers Award to Best Product in Information and Communication Technologies, 2008.
- University of Santiago award to entrepreneurship, Bit Oceans, 2008.
- I3 Award for Intensification of Research Activity (Spanish Ministry of Education and Science), 2006.
- GaliciaTIC 2005 Award to Digital Innovation.
- 2001 E.T.S.E.T. Award to Cooperation with Industry.
- MITE 2000 Award to entrepreneurship.
Professor. Electrical and Computer Engineering Dept. University of New Mexico Albuquerque, NM 87131-001 USA, 2009-2011.
Visiting Professor, Department of Information Engineering and Computer Science, University of Trento, Italy, 2023.
Publications
2026
| Title | Authors | Venue | Download |
|---|---|---|---|
| Beyond Spectral Peaks: Interpreting the Cues Behind Synthetic Image Detection - April 2026 | Sara Mandelli, Diego Vila-Portela, David Vázquez-Padín, Paolo Bestagini, Fernando Pérez-González | ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | |
| Technical Report: Expanded Analysis and Experimental Evaluation of Apple’s Synthetic Defocus Noise Pattern - January 2026 | David Vázquez-Padín, Fernando Pérez-González, Pablo Pérez-Miguélez | ResearchGate GmbH | |
| Apple’s Synthetic Defocus Noise Pattern: Characterization and Forensic Applications - January 2026 | David Vázquez-Padín, Fernando Pérez-González, Pablo Pérez-Miguélez | IEEE Transactions on Information Forensics and Security |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Collusion-resistant Black-box Watermarking in Federated Learning through Weight Relevance Analysis - April 2025 | Elena Rodríguez-Lois, Fernando Pérez-González | ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | |
| A Critical Look into Threshold Homomorphic Encryption for Private Average Aggregation - January 2025 | Miguel Morona-Mínguez, Alberto Pedrouzo-Ulloa, Fernando Pérez-González | 2024 2nd International Conference on Federated Learning Technologies and Applications (FLTA) |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Exploring Federated Learning Dynamics for Black-and-White-Box DNN Traitor Tracing - September 2024 | Elena Rodríguez-Lois, Fernando Pérez-González | 2024 2nd International Conference on Federated Learning Technologies and Applications (FLTA) | |
| An Adaptive Method for Camera Attribution Under Complex Radial Distortion Corrections - 2024 | Andrea Montibeller, Fernando Pérez-González | IEEE Transactions on Information Forensics and Security |
| Title | Authors | Venue | Download |
|---|---|---|---|
| A Critical Look into Quantization Table Generalization Capabilities of CNN-based Double JPEG Compression Detection - October 2022 | Elena Rodríguez-Lois, David Vázquez-Padín, Fernando Pérez-González, Pedro Comesaña-Alfaro | 2022 30th European Signal Processing Conference (EUSIPCO) | |
| Secure Collaborative Camera Attribution - July 2022 | Alberto Pedrouzo-Ulloa, Fernando Pérez-González, David Vázquez-Padín | European Interdisciplinary Cybersecurity Conference (EICC) | |
| Gpu-Accelerated Sift-Aided Source Identification of Stabilized Videos - 2022 | Andrea Montibeller, Cecilia Pasquini, Giulia Boato, Stefano DellAnna, Fernando Pérez-González | 2022 IEEE International Conference on Image Processing (ICIP) |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Multiquadratic Rings and Walsh-Hadamard Transforms for Oblivious Linear Function Evaluation - 2020 | Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Nicolas Gama, Mariya Georgieva, Fernando Pérez-González | IEEE International Workshop on Information Forensics and Security (WIFS) | |
| Adam and the Ants: On the Influence of the Optimization Algorithm on the Detectability of DNN Watermarks - 2020 | Betty Cortinas-Lorenzo, Fernando Pérez-González | Journal Article | No file |
| Temporal Localization of Non-Static Digital Videos Using the Electrical Network Frequency - 2020 | Samuel Fernández-Menduiña, Fernando Pérez-González | IEEE Signal Processing Letters | No file |
| PRNU-leaks: facts and remedies - 2020 | Fernando Pérez-González, Samuel Fernández-Menduiña | 2020 28th European Signal Processing Conference (EUSIPCO) | No file |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Putting the PRNU Model in Reverse Gear: Findings with Synthetic Signals - September 2018 | Miguel Masciopinto, Fernando Pérez-González | European Signal Processing Conference (EUSIPCO) | |
| Camera Attribution Forensic Analyzer in the Encrypted Domain - December 2018 | Alberto Pedrouzo-Ulloa, Miguel Masciopinto, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González | IEEE International Workshop on Information Forensics and Security (WIFS) |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Multivariate Lattices for Encrypted Image Processing - 2015 | Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González | IEEE International Conference on Acoustics, Speech and Signal Processing | |
| Forensic detection of processing operator chains: recovering the history of filtered JPEG images - 2015 | Valentina Conotter, Pedro Comesaña-Alfaro, Fernando Pérez-González | IEEE Transactions on Information Forensics and Security | |
| An SVD Approach to Forensic Image Resampling Detection - September 2015 | David Vázquez-Padín, Pedro Comesaña-Alfaro, Fernando Pérez-González | 2015 23rd European Signal Processing Conference (EUSIPCO) |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Distortion Optimization of Model-Based Secure Embedding Schemes for Data-Hiding - 2008 | Benjamin Mathon, Patrick Bas, Francois Cayre, Fernando Pérez-González | International Workshop on Information Hiding (IH) | No file |
| Quantization-Based Data-Hiding Robust to Linear Time-Invariant Filtering - 2008 | Fernando Pérez-González, Carlos Mosquera | IEEE Transactions on Information Forensics and Security | No file |
| Security of lattice-based data hiding against the Watermarked Only Attack - 2008 | Luis Pérez-Freire, Fernando Pérez-González | IEEE Transactions on Information Forensics and Security | No file |
| Quantization-Based Methods: Additive Attacks Performance Analysis - 2008 | Jose Emilio Vila-Forcen, Sviatoslav Voloshynovskiy, Oleksiy Koval, Fernando Pérez-González, Thierry Pun | Transactions on Data Hiding and Multimedia Security III | No file |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Analysis and Synthesis Tools for Robust SPRness - 1997 | Carlos Mosquera, Juan Ramon Hernandez, Fernando Pérez-González, Figueiras, Domingo Docampo | Intelligent methods in signal processing and communications | No file |
| An Algorithm for Interpolation with Positive Rational Functions on the Imaginary Axis - 1997 | Carlos Mosquera, Fernando Pérez-González | Automatica | No file |
| New results and theoretical analysis of the Master-Slave family of recursive identification algorithms - 1997 | Roberto López-Valcarce, Fernando Pérez-González | Signal Processing | No file |
| Data Hiding for Copyright Protection of Still Images - 1997 | Juan Ramon Hernandez, Fernando Pérez-González, Jose Rodriguez | Emerging Techniques for Communication Terminals | No file |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Characterization and Algebraic Solution to the Extreme-Point Robust SPR Problem - 1996 | Fernando Pérez-González, Carlos Mosquera | IFAC World Congress | No file |
| The Master-Slave family of system identification algorithms: theoretical results and new structures - 1996 | Roberto López-Valcarce, Fernando Pérez-González | IFAC World Congress | No file |
| Title | Authors | Venue | Download |
|---|---|---|---|
| Algebraic LTI Filter Synthesis for Simultaneously Making a Convex Combination of Discrete-Time Plants SPR - 1995 | Fernando Pérez-González, Carlos Mosquera | IEEE Conference on Decision and Control (CDC) | No file |