Scalable and Privacy-Preserving Federated Principal Component Analysis.

Autor: Froelicher D; MIT.; Broad Institute of MIT and Harvard., Cho H; Broad Institute of MIT and Harvard., Edupalli M; Broad Institute of MIT and Harvard., Sousa JS; EPFL., Bossuat JP; Tune Insight SA., Pyrgelis A; EPFL., Troncoso-Pastoriza JR; Tune Insight SA., Berger B; MIT., Hubaux JP; EPFL.; Tune Insight SA.

Publikováno v: Proceedings. IEEE Symposium on Security and Privacy [Proc IEEE Symp Secur Priv] 2023 May; Vol. 2023, pp. 1908-1925. Date of Electronic Publication: 2023 Jul 21.

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies.

Autor: Halimi A; IBM Research Europe - Dublin., Dervishi L; Case Western Reserve University., Ayday E; Case Western Reserve University., Pyrgelis A; EPFL., Troncoso-Pastoriza JR; EPFL., Hubaux JP; EPFL., Jiang X; University of Texas, Health Science Center., Vaidya J; Rutgers University.

Publikováno v: Proceedings on Privacy Enhancing Technologies. Privacy Enhancing Technologies Symposium [Proc Priv Enhanc Technol] 2022; Vol. 2022 (3), pp. 732-753.

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

Autor: Froelicher D; Laboratory for Data Security, EPFL, Lausanne, Switzerland., Troncoso-Pastoriza JR; Laboratory for Data Security, EPFL, Lausanne, Switzerland., Raisaro JL; Precision Medicine Unit, Lausanne University Hospital, Lausanne, Switzerland.; Data Science Group, Lausanne University Hospital, Lausanne, Switzerland., Cuendet MA; Precision Oncology Center, Lausanne University Hospital, Lausanne, Switzerland., Sousa JS; Laboratory for Data Security, EPFL, Lausanne, Switzerland., Cho H; Broad Institute of MIT and Harvard, Cambridge, MA, USA., Berger B; Broad Institute of MIT and Harvard, Cambridge, MA, USA.; Computer Science and AI Laboratory, MIT, Cambridge, MA, USA.; Department of Mathematics, MIT, Cambridge, MA, USA., Fellay J; Precision Medicine Unit, Lausanne University Hospital, Lausanne, Switzerland.; School of Life Sciences, EPFL, Lausanne, Switzerland., Hubaux JP; Laboratory for Data Security, EPFL, Lausanne, Switzerland. jean-pierre.hubaux@epfl.ch.

Publikováno v: Nature communications [Nat Commun] 2021 Oct 11; Vol. 12 (1), pp. 5910. Date of Electronic Publication: 2021 Oct 11.

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

Autor: Scheibner J; Health Ethics and Policy Laboratory, Department of Health Sciences and Technology, Eidgenössische Technische Hochschule Zürich, Zürich, Switzerland.; College of Business, Government and Law, Flinders University, Adelaide, Australia., Raisaro JL; Precision Medicine Unit, Lausanne University Hospital, Lausanne, Switzerland.; Data Science Group, Lausanne University Hospital, Lausanne, Switzerland., Troncoso-Pastoriza JR; Laboratory for Data Security, School of Computer and Communication Sciences, École polytechnique fédérale de Lausanne, Lausanne, Switzerland., Ienca M; Health Ethics and Policy Laboratory, Department of Health Sciences and Technology, Eidgenössische Technische Hochschule Zürich, Zürich, Switzerland., Fellay J; Precision Medicine Unit, Lausanne University Hospital, Lausanne, Switzerland.; School of Life Sciences, École polytechnique fédérale de Lausanne, Lausanne, Switzerland.; Host-Pathogen Genomics Laboratory, Swiss Institute of Bioinformatics, Lausanne, Switzerland., Vayena E; Health Ethics and Policy Laboratory, Department of Health Sciences and Technology, Eidgenössische Technische Hochschule Zürich, Zürich, Switzerland., Hubaux JP; Laboratory for Data Security, School of Computer and Communication Sciences, École polytechnique fédérale de Lausanne, Lausanne, Switzerland.

Publikováno v: Journal of medical Internet research [J Med Internet Res] 2021 Feb 25; Vol. 23 (2), pp. e25120. Date of Electronic Publication: 2021 Feb 25.

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

Autor: Argaw ST; Institute of Global Health, Faculty of Medicine, University of Geneva, Campus Biotech, Chemin des Mines 9, 1202, Geneva, Switzerland., Troncoso-Pastoriza JR; School of Computer and Communication Sciences, EPFL (Ecole polytechnique fédérale de Lausanne), EPFL IC IINFCOM LDS, BC 266 (Bâtiment BC), Station 14, CH-1015, Lausanne, Switzerland., Lacey D; Johns Hopkins University/Johns Hopkins Medicine, 5801 Smith Avenue, Davis Building, Suite 3110B, Baltimore, MD, 21209, USA., Florin MV; International Risk Governance Center (IRGC), EPFL (Ecole polytechnique fédérale de Lausanne), EPFL ENT-R IRGC, BAC 001.1 (Château de Bassenges), Station 5, CH-1015, Lausanne, Switzerland., Calcavecchia F; Hôpitaux Universitaires de Genève, Rue Gabrielle-Perret-Gentil 4, CH-1211, Genève 14, Switzerland., Anderson D; National Health Information Sharing and Analysis Center (NH-ISAC), 226 North Nova Road, Suite 391, Ormond Beach, Florida, 32174, USA., Burleson W; Electrical and Computer Engineering, University of Massachusetts Amherst, 309B Knowles Engineering Bldg, University of Massachusetts, 151 Holdsworth Way, Amherst, MA, 01003-9284, USA., Vogel JM; Department of Information Technology, Charité-Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany., O'Leary C; Aspen University, 1660 S. Albion St., Suite 525, Denver, Colorado, 80222, USA., Eshaya-Chauvin B; Institute of Global Health, Faculty of Medicine, University of Geneva, Campus Biotech, Chemin des Mines 9, 1202, Geneva, Switzerland., Flahault A; Institute of Global Health, Faculty of Medicine, University of Geneva, Campus Biotech, Chemin des Mines 9, 1202, Geneva, Switzerland. antoine.flahault@unige.ch.

Publikováno v: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2020 Jul 03; Vol. 20 (1), pp. 146. Date of Electronic Publication: 2020 Jul 03.