Juan Ramón Troncoso-Pastoriza

swiss federal institutes of technology domain

22H指数

84论文数

2.3K被引数

收录论文 14

发表时间

Privacy-preserving federated neural network learning for disease-associated cell classification 用于疾病相关细胞分类的隐私保护联合神经网络学习

PATTERNS

IF7.4

2022-05-01

OAAI

Sav, Sinem; Bossuat, Jean-Philippe; Troncoso-Pastoriza, Juan R.; Claassen, Manfred; Hubaux, Jean-Pierre

Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption (vol 12, 5910, 2021)

NATURE COMMUNICATIONS

IF15.7

2021-11-11

OAAI

Froelicher, David; Troncoso-Pastoriza, Juan R.; Raisaro, Jean Louis; Cuendet, Michel A.; Sousa, Joao Sa; Cho, Hyunghoon; Berger, Bonnie; Fellay, Jacques; Hubaux, Jean-Pierre

Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation

CELL SYSTEMS

IF7.7

2021-11-01

OAAI

Kim, Miran; Harmanci, Arif Ozgun; Bossuat, Jean-Philippe; Carpov, Sergiu; Cheon, Jung Hee; Chillotti, Ilaria; Cho, Wonhee; Froelicher, David; Gama, Nicolas; Georgieva, Mariya; Hong, Seungwan; Hubaux, Jean-Pierre; Kim, Duhyeong; Lauter, Kristin; Ma, Yiping; Ohno-Machado, Lucila; Sofia, Heidi; Son, Yongha; Song, Yongsoo; Troncoso-Pastoriza, Juan; Jiang, Xiaoqian

Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption

NATURE COMMUNICATIONS

IF15.7

2021-10-11

OAAI

Froelicher, David; Troncoso-Pastoriza, Juan R.; Raisaro, Jean Louis; Cuendet, Michel A.; Sousa, Joao Sa; Cho, Hyunghoon; Berger, Bonnie; Fellay, Jacques; Hubaux, Jean-Pierre

Citizen-centered, auditable and privacy-preserving population genomics

NATURE COMPUTATIONAL SCIENCE

IF18.3

2021-03-25

OAAI

Grishin, Dennis; Raisaro, Jean Louis; Troncoso-Pastoriza, Juan Ramon; Obbad, Kamal; Quinn, Kevin; Misbach, Mickael; Gollhardt, Jared; Sa, Joao; Fellay, Jacques; Church, George M.; Hubaux, Jean-Pierre

Revolutionizing Medical Data Sharing Using Advanced Privacy-Enhancing Technologies: Technical, Legal, and Ethical Synthesis

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2021-02-25

OAAI

Scheibner, James; Raisaro, Jean Louis; Troncoso-Pastoriza, Juan Ramon; Ienca, Marcello; Fellay, Jacques; Vayena, Effy; Hubaux, Jean-Pierre

Cybersecurity of Hospitals: discussing the challenges and working towards mitigating the risks

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2020-07-03

101

OAAI

Argaw, Salem T.; Troncoso-Pastoriza, Juan R.; Lacey, Darren; Florin, Marie-Valentine; Calcavecchia, Franck; Anderson, Denise; Burleson, Wayne; Vogel, Jan-Michael; O'Leary, Chana; Eshaya-Chauvin, Bruce; Flahault, Antoine

Drynx: Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets Drynx: 分布式数据集上的分散，安全，可验证的统计查询和机器学习系统

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2020-01-01

OAAI

Froelicher, David; Troncoso-Pastoriza, Juan Ramon; Sousa, Joao Sa; Hubaux, Jean-Pierre

MEDCO: Enabling Secure and Privacy-Preserving Exploration of Distributed Clinical and Genomic Data MEDCO: 实现分布式临床和基因组数据的安全和隐私保护探索

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2019-07-01

OAAI

Raisaro, Jean Louis; Troncoso-Pastoriza, Juan Ramon; Misbach, Mickael; Sousa, Joao Sa; Pradervand, Sylvain; Missiaglia, Edoardo; Michielin, Olivier; Ford, Bryan; Hubaux, Jean-Pierre

Number Theoretic Transforms for Secure Signal Processing

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2017-05-01

OAAI

Pedrouzo-Ulloa, Alberto; Ramon Troncoso-Pastoriza, Juan; Perez-Gonzalez, Fernando

Fully Private Noninteractive Face Verification

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2013-07-01

PREAI

Ramon Troncoso-Pastoriza, Juan; Gonzalez-Jimenez, Daniel; Perez-Gonzalez, Fernando