Author

Roy Gusinow

University of BonnORCID 0000-0002-0044-2613Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Evelina TacconelliiD· 1 shared Jan HasenaueriD· 1 shared Jonas ArrudaiD· 1 shared Lorenzo ContentoiD· 1 shared Manuel HuthiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Evelina TacconelliORCID

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedAug 29, 2023

Accessibility of covariance information creates vulnerability in Federated Learning frameworks

Manuel Huth, Jonas Arruda, Roy Gusinow…·Jan Hasenauer

This study introduces an attack that reconstructs privacy-protected data in FL frameworks by exploiting covariance information and proposes defense strategies using differential privacy.

10 citations

statistical modelbenchmarking