Joao Sa Sousa

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Privacy Preservation

Distributed Learning

Top Venues

Publications

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)
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 (2023)
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)
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) (2021)
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 (2020)
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 (2020)
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 (2020)
Joao Sa Sousa, João P. Vilela
Uncoordinated Frequency Hopping for secrecy with broadband jammers and eavesdroppers. ICC (2015)
João P. Vilela, Joao Sa Sousa
Physical-Layer Security against Non-Degraded Eavesdroppers. GLOBECOM (2015)
Joao Sa Sousa, Tiago Mateus, Pedro Furtado
Scalability architecture for a secure big data system. Int. J. Bus. Process. Integr. Manag. 7 (4) (2015)
Joao Sa Sousa, João P. Vilela
A characterization of uncoordinated frequency hopping for wireless secrecy. WMNC (2014)