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ORCIDJuan Ramón Troncoso-Pastoriza
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2020 – today
- 2025
[i23]Thierry Bossy, Julien Vignoud, Tahseen Rabbani, Juan Ramón Troncoso-Pastoriza, Martin Jaggi:
Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs. CoRR abs/2502.05087 (2025)- 2024
- [i22]Jean-Philippe Bossuat, Anamaria Costache, Christian Mouchet, Lea Nürnberger, Juan Ramón Troncoso-Pastoriza:
Practical q-IND-CPA-D-Secure Approximate Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2024: 853 (2024) - 2023
- [c33]Francesco Intoci, Sinem Sav, Apostolos Pyrgelis, Jean-Philippe Bossuat, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
slytHErin: An Agile Framework for Encrypted Deep Neural Network Inference. ACNS Workshops 2023: 359-377 - [c32]David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux:
Scalable and Privacy-Preserving Federated Principal Component Analysis. SP 2023: 1908-1925 - [i21]David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux:
Scalable and Privacy-Preserving Federated Principal Component Analysis. CoRR abs/2304.00129 (2023) - [i20]Francesco Intoci, Sinem Sav, Apostolos Pyrgelis, Jean-Philippe Bossuat, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
slytHErin: An Agile Framework for Encrypted Deep Neural Network Inference. CoRR abs/2305.00690 (2023) - 2022
- [j19]Carsten Baum, Daniel Escudero, Alberto Pedrouzo-Ulloa
, Peter Scholl, Juan Ramón Troncoso-Pastoriza:
Efficient protocols for oblivious linear function evaluation from ring-LWE. J. Comput. Secur. 30(1): 39-78 (2022) - [j18]Sinem Sav, Jean-Philippe Bossuat, Juan Ramón Troncoso-Pastoriza, Manfred Claassen, Jean-Pierre Hubaux:
Privacy-preserving federated neural network learning for disease-associated cell classification. Patterns 3(5): 100487 (2022) - [j17]Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya:
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. Proc. Priv. Enhancing Technol. 2022(3): 732-753 (2022) - [c31]Jean-Philippe Bossuat, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Bootstrapping for Approximate Homomorphic Encryption with Negligible Failure-Probability by Using Sparse-Secret Encapsulation. ACNS 2022: 521-541 - [i19]Juan Ramón Troncoso-Pastoriza, Alain Mermoud, Romain Bouyé, Francesco Marino, Jean-Philippe Bossuat, Vincent Lenders, Jean-Pierre Hubaux:
Orchestrating Collaborative Cybersecurity: A Secure Framework for Distributed Privacy-Preserving Threat Intelligence Sharing. CoRR abs/2209.02676 (2022) - [i18]Jean-Philippe Bossuat, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Bootstrapping for Approximate Homomorphic Encryption with Negligible Failure-Probability by Using Sparse-Secret Encapsulation. IACR Cryptol. ePrint Arch. 2022: 24 (2022) - 2021
- [j16]Alexander Senf, Robert Davies, Frédéric Haziza, John Marshall, Juan Ramón Troncoso-Pastoriza, Oliver Hofmann, Thomas M. Keane:
Crypt4GH: a file format standard enabling native access to encrypted data. Bioinform. 37(17): 2753-2754 (2021) - [j15]Dennis Grishin, Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Kamal Obbad, Kevin Quinn, Mickaël Misbach, Jared Gollhardt, João Sá Sousa, Jacques Fellay, George M. Church, Jean-Pierre Hubaux:
Citizen-centered, auditable and privacy-preserving population genomics. Nat. Comput. Sci. 1(3): 192-198 (2021) - [j14]David Froelicher, Juan Ramón Troncoso-Pastoriza, Apostolos Pyrgelis, Sinem Sav, Joao Sa Sousa, Jean-Philippe Bossuat, Jean-Pierre Hubaux:
Scalable Privacy-Preserving Distributed Learning. Proc. Priv. Enhancing Technol. 2021(2): 323-347 (2021) - [j13]Sylvain Chatel, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
SoK: Privacy-Preserving Collaborative Tree-based Model Learning. Proc. Priv. Enhancing Technol. 2021(3): 182-203 (2021) - [j12]Christian Mouchet, Juan Ramón Troncoso-Pastoriza, Jean-Philippe Bossuat, Jean-Pierre Hubaux:
Multiparty Homomorphic Encryption from Ring-Learning-with-Errors. Proc. Priv. Enhancing Technol. 2021(4): 291-311 (2021) - [c30]Jean-Philippe Bossuat, Christian Mouchet, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Efficient Bootstrapping for Approximate Homomorphic Encryption with Non-sparse Keys. EUROCRYPT (1) 2021: 587-617 - [c29]Sinem Sav, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, David Froelicher, Jean-Philippe Bossuat, Joao Sa Sousa, Jean-Pierre Hubaux:
POSEIDON: Privacy-Preserving Federated Neural Network Learning. NDSS 2021 - [c28]Sylvain Chatel, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Privacy and Integrity Preserving Computations with CRISP. USENIX Security Symposium 2021: 2111-2128 - [i17]Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya:
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. CoRR abs/2101.08879 (2021) - [i16]Sylvain Chatel, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
SoK: Privacy-Preserving Collaborative Tree-based Model Learning. CoRR abs/2103.08987 (2021) - 2020
- [j11]Jean Louis Raisaro, Francesco Marino, Juan Ramón Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom, Riccardo Bellazzi, Robert Murphy, Elmer V. Bernstam, Henry Wang, Mauro Bucalo, Yong Chen, Assaf Gottlieb, Arif Ozgun Harmanci, Miran Kim, Yejin Kim, Jeffrey G. Klann, Catherine Klersy, Bradley A. Malin, Marie Méan, Fabian Prasser, Luigia Scudeller, Ali Torkamani, Julien Vaucher, Mamta Puppala, Stephen T. C. Wong, Milana Frenkel-Morgenstern, Hua Xu, Baba Maiyaki Musa, Abdulrazaq G. Habib, Trevor Cohen, Adam B. Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux:
SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. 27(11): 1721-1726 (2020) - [j10]Salem T. Argaw, Juan Ramón Troncoso-Pastoriza, Darren Lacey, Marie-Valentine Florin, Franck Calcavecchia, Denise Anderson, Wayne P. Burleson, Jan-Michael Vogel, Chana O'Leary, Bruce Eshaya-Chauvin, Antoine Flahault:
Cybersecurity of Hospitals: discussing the challenges and working towards mitigating the risks. BMC Medical Informatics Decis. Mak. 20(1): 146 (2020) - [j9]David Froelicher, Juan Ramón Troncoso-Pastoriza, Joao Sa Sousa, Jean-Pierre Hubaux:
Drynx: Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets. IEEE Trans. Inf. Forensics Secur. 15: 3035-3050 (2020) - [c27]Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Jacques Fellay, Carmela Troncoso, Jean-Pierre Hubaux:
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data. AMIA 2020 - [c26]Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Carmela Troncoso, Jacques Fellay, Jean-Pierre Hubaux:
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data. MIE 2020: 238-241 - [c25]David Froelicher, Mickaël Misbach, Juan Ramón Troncoso-Pastoriza, Jean Louis Raisaro, Jean-Pierre Hubaux:
MedCo2: Privacy-Preserving Cohort Exploration and Analysis. MIE 2020: 317-321 - [c24]Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Sylvain Pradervand, Michel A. Cuendet, Mickaël Misbach, João Sá Sousa, Francesco Marino, Nicolas Freundler, Nicolas Rosat, David Cavin, Alexander B. Leichtle, Jacques Fellay, Olivier Michielin, Jean-Pierre Hubaux:
SPHN/PHRT - MedCo in Action: Empowering the Swiss Molecular Tumor Board with Privacy-Preserving and Real-Time Patient Discovery. MIE 2020: 1161-1162 - [c23]Carsten Baum, Daniel Escudero, Alberto Pedrouzo-Ulloa, Peter Scholl, Juan Ramón Troncoso-Pastoriza:
Efficient Protocols for Oblivious Linear Function Evaluation from Ring-LWE. SCN 2020: 130-149 - [c22]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Nicolas Gama, Mariya Georgieva, Fernando Pérez-González:
Multiquadratic Rings and Walsh-Hadamard Transforms for Oblivious Linear Function Evaluation. WIFS 2020: 1-6 - [i15]David Froelicher, Juan Ramón Troncoso-Pastoriza, Apostolos Pyrgelis, Sinem Sav, Joao Sa Sousa, Jean-Philippe Bossuat, Jean-Pierre Hubaux:
Scalable Privacy-Preserving Distributed Learning. CoRR abs/2005.09532 (2020) - [i14]Sylvain Chatel, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Privacy and Integrity Preserving Computations with CRISP. CoRR abs/2007.04025 (2020) - [i13]Sinem Sav, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, David Froelicher, Jean-Philippe Bossuat, Joao Sa Sousa, Jean-Pierre Hubaux:
POSEIDON: Privacy-Preserving Federated Neural Network Learning. CoRR abs/2009.00349 (2020) - [i12]James Scheibner, Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Marcello Ienca, Jacques Fellay, Effy Vayena, Jean-Pierre Hubaux:
Revolutionizing Medical Data Sharing Using Advanced Privacy Enhancing Technologies: Technical, Legal and Ethical Synthesis. CoRR abs/2010.14445 (2020) - [i11]Christian Mouchet, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Multiparty Homomorphic Encryption: From Theory to Practice. IACR Cryptol. ePrint Arch. 2020: 304 (2020) - [i10]Carsten Baum, Daniel Escudero, Alberto Pedrouzo-Ulloa, Peter Scholl, Juan Ramón Troncoso-Pastoriza:
Efficient Protocols for Oblivious Linear Function Evaluation from Ring-LWE. IACR Cryptol. ePrint Arch. 2020: 970 (2020) - [i9]Jean-Philippe Bossuat, Christian Mouchet, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Efficient Bootstrapping for Approximate Homomorphic Encryption with Non-Sparse Keys. IACR Cryptol. ePrint Arch. 2020: 1203 (2020)
2010 – 2019
- 2019
- [j8]Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Mickaël Misbach, João Sá Sousa, Sylvain Pradervand, Edoardo Missiaglia, Olivier Michielin, Bryan Ford, Jean-Pierre Hubaux:
MedCo: Enabling Secure and Privacy-Preserving Exploration of Distributed Clinical and Genomic Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16(4): 1328-1341 (2019) - [c21]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Revisiting Multivariate Lattices for Encrypted Signal Processing. IH&MMSec 2019: 161-172 - [e1]Rémi Cogranne, Luisa Verdoliva, Siwei Lyu, Juan Ramón Troncoso-Pastoriza, Xinpeng Zhang:
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec 2019, Paris, France, July 3-5, 2019. ACM 2019, ISBN 978-1-4503-6821-6 [contents] - [i8]David Froelicher, Juan Ramón Troncoso-Pastoriza, João Sá Sousa, Jean-Pierre Hubaux:
Drynx: Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets. CoRR abs/1902.03785 (2019) - [i7]Sergiu Carpov, Nicolas Gama, Mariya Georgieva, Juan Ramón Troncoso-Pastoriza:
Privacy-preserving semi-parallel logistic regression training with Fully Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2019: 101 (2019) - [i6]Christian Mouchet, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux:
Computing across Trust Boundaries using Distributed Homomorphic Cryptography. IACR Cryptol. ePrint Arch. 2019: 961 (2019) - [i5]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Nicolas Gama, Mariya Georgieva, Fernando Pérez-González:
Revisiting Multivariate Ring Learning with Errors and its Applications on Lattice-based Cryptography. IACR Cryptol. ePrint Arch. 2019: 1109 (2019) - 2018
- [c20]Stevens Le Blond, Alejandro Cuevas, Juan Ramón Troncoso-Pastoriza, Philipp Jovanovic, Bryan Ford, Jean-Pierre Hubaux:
On Enforcing the Digital Immunity of a Large Humanitarian Organization. IEEE Symposium on Security and Privacy 2018: 424-440 - [c19]Alberto Pedrouzo-Ulloa, Miguel Masciopinto, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Camera Attribution Forensic Analyzer in the Encrypted Domain. WIFS 2018: 1-7 - 2017
- [j7]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Number Theoretic Transforms for Secure Signal Processing. IEEE Trans. Inf. Forensics Secur. 12(5): 1125-1140 (2017) - [c18]Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González:
Secure genomic susceptibility testing based on lattice encryption. ICASSP 2017: 2067-2071 - [c17]Anh Pham, Italo Dacosta, Guillaume Endignoux, Juan Ramón Troncoso-Pastoriza, Kévin Huguenin, Jean-Pierre Hubaux:
ORide: A Privacy-Preserving yet Accountable Ride-Hailing Service. USENIX Security Symposium 2017: 1235-1252 - [i4]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Multivariate Cryptosystems for Secure Processing of Multidimensional Signals. CoRR abs/1712.00848 (2017) - 2016
- [c16]Sauro Vicini, Francesco Alberti, Nicolás Notario, Alberto Crespo, Juan Ramón Troncoso-Pastoriza, Alberto Sanna:
Co-creating Security-and-Privacy-by-Design Systems. ARES 2016: 768-775 - [c15]Mina Namazi, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Dynamic Privacy-Preserving Genomic Susceptibility Testing. IH&MMSec 2016: 45-50 - [c14]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Image denoising in the encrypted domain. WIFS 2016: 1-6 - [i3]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Number Theoretic Transforms for Secure Signal Processing. CoRR abs/1607.05229 (2016) - [i2]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
On Ideal Lattices over the Tensor Product of Number Fields and Ring Learning with Errors over Multivariate Rings. CoRR abs/1607.05244 (2016) - [i1]Juan Ramón Troncoso-Pastoriza, Elsa Prieto Pérez:
WITDOM: Empowering Privacy and Security in Non-trusted Environments. ERCIM News 2016(104) (2016) - 2015
- [c13]Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Multivariate lattices for encrypted image processing. ICASSP 2015: 1707-1711 - 2014
- [c12]Juan Ramón Troncoso-Pastoriza, Serena Caputo:
Bootstrap-based proxy reencryption for private multi-user computing. WIFS 2014: 107-112 - 2013
- [j6]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Secure Signal Processing in the Cloud: Enabling Technologies for Privacy-Preserving Multimedia Cloud Processing. IEEE Signal Process. Mag. 30(2): 29-41 (2013) - [j5]Zekeriya Erkin, Juan Ramón Troncoso-Pastoriza, Reginald L. Lagendijk, Fernando Pérez-González:
Privacy-Preserving Data Aggregation in Smart Metering Systems: An Overview. IEEE Signal Process. Mag. 30(2): 75-86 (2013) - [j4]Juan Ramón Troncoso-Pastoriza, Daniel González-Jiménez, Fernando Pérez-González:
Fully Private Noninteractive Face Verification. IEEE Trans. Inf. Forensics Secur. 8(7): 1101-1114 (2013) - 2012
- [c11]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Fully homomorphic faces. ICIP 2012: 2657-2660 - 2011
- [j3]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Secure Adaptive Filtering. IEEE Trans. Inf. Forensics Secur. 6(2): 469-485 (2011) - [c10]Daniel A. Rodríguez-Silva, Francisco J. González-Castaño, Lilian Adkinson-Orellana, A. Fernández-Cordeiro, Juan Ramón Troncoso-Pastoriza, David González-Martínez:
Encrypted Domain Processing for Cloud Privacy - Concept and Practical Experience. CLOSER 2011: 591-596 - [c9]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Efficient protocols for secure adaptive filtering. ICASSP 2011: 5860-5863 - 2010
- [c8]Juan Ramón Troncoso-Pastoriza, Daniel González-Jiménez, Fernando Pérez-González:
A new model for Gabor coefficients' magnitude in face recognition. ICASSP 2010: 982-985 - [c7]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
CryptoDSPs for Cloud Privacy. WISE Workshops 2010: 428-439
2000 – 2009
- 2009
- [c6]Juan Ramón Troncoso-Pastoriza, Pedro Comesaña, Luis Pérez-Freire, Fernando Pérez-González:
Videosurveillance and privacy: covering the two sides of the mirror with DRM. Digital Rights Management Workshop 2009: 83-94 - [c5]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Skewed log-stable model for natural images pixel block-variance. ICIP 2009: 3997-4000 - 2007
- [j2]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Efficient Zero-Knowledge Watermark Detection with Improved Robustness to Sensitivity Attacks. EURASIP J. Inf. Secur. 2007 (2007) - [c4]Juan Ramón Troncoso-Pastoriza, Stefan Katzenbeisser, Mehmet Utku Celik:
Privacy preserving error resilient dna searching through oblivious automata. CCS 2007: 519-528 - [c3]Juan Ramón Troncoso-Pastoriza, Stefan Katzenbeisser, Mehmet Utku Celik, Aweke N. Lemma:
A secure multidimensional point inclusion protocol. MM&Sec 2007: 109-120 - [c2]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Efficient non-interactive zero-knowledge watermark detector robust to sensitivity attacks. Security, Steganography, and Watermarking of Multimedia Contents 2007: 65050B - 2006
- [j1]Luis Pérez-Freire, Pedro Comesaña, Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Watermarking Security: A Survey. Trans. Data Hiding Multim. Secur. 1: 41-72 (2006) - [c1]Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González:
Zero-knowledge watermark detector robust to sensitivity attacks. MM&Sec 2006: 97-107
Coauthor Index
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