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ORCIDJoão Sá Sousa
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- affiliation: EPFL, Lausanne, Switzerland
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2020 – today
- 2023
[c6]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- [i5]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) - 2021
- [j7]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) - [j6]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) - [c5]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 - 2020
- [j5]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) - [c4]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 - [i4]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) - [i3]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)
2010 – 2019
- 2019
- [j4]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) - [i2]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) - 2018
- [j3]João Sá Sousa, João P. Vilela:
Uncoordinated Frequency Hopping for Wireless Secrecy Against Non-Degraded Eavesdroppers. IEEE Trans. Inf. Forensics Secur. 13(1): 143-155 (2018) - 2017
- [j2]David Froelicher, Patricia Egger, João Sá Sousa, Jean Louis Raisaro, Zhicong Huang, Christian Mouchet, Bryan Ford, Jean-Pierre Hubaux:
UnLynx: A Decentralized System for Privacy-Conscious Data Sharing. Proc. Priv. Enhancing Technol. 2017(4): 232-250 (2017) - [i1]João Sá Sousa, Cédric Lefebvre, Zhicong Huang, Jean Louis Raisaro, Carlos Aguilar Melchor, Marc-Olivier Killijian, Jean-Pierre Hubaux:
Efficient and Secure Outsourcing of Genomic Data Storage. IACR Cryptol. ePrint Arch. 2017: 228 (2017) - 2015
- [j1]Joao Sa Sousa, Tiago Mateus, Pedro Furtado:
Scalability architecture for a secure big data system. Int. J. Bus. Process. Integr. Manag. 7(4): 345-363 (2015) - [c3]João P. Vilela, Joao Sa Sousa:
Physical-Layer Security against Non-Degraded Eavesdroppers. GLOBECOM 2015: 1-6 - [c2]Joao Sa Sousa, João P. Vilela:
Uncoordinated Frequency Hopping for secrecy with broadband jammers and eavesdroppers. ICC 2015: 7252-7256 - 2014
- [c1]Joao Sa Sousa, João P. Vilela:
A characterization of uncoordinated frequency hopping for wireless secrecy. WMNC 2014: 1-4
Coauthor Index
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