Author

Lorenzo Contento

University of BonnORCID 0000-0002-7901-2172Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Jan HasenaueriD· 2 shared Daniel WeindliD· 1 shared Evelina TacconelliiD· 1 shared Jonas ArrudaiD· 1 shared Manuel HuthiD· 1 shared Paul L. StaporiD· 1 shared Roy GusinowiD· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 13 mutual co-author links

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2 shared papersBioinformatics

Jan HasenauerORCID

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2 papers

Recent·Most cited

Accessibility of covariance information creates vulnerability in Federated Learning frameworks

Manuel Huth, Jonas Arruda, Roy Gusinow, Lorenzo Contento, Evelina Tacconelli, 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.

Bioinformatics · Aug 29, 2023Peer-reviewedBioinformatics

A more expressive spline representation for SBML models improves code generation performance in AMICI

Lorenzo Contento, Paul L. Stapor, Daniel Weindl, Jan Hasenauer

The paper introduces SBML annotations for compact spline representations, improving model import performance in AMICI and enabling easier model editing.

Lecture notes in computer science · Jan 1, 2023Peer-reviewedBioinformatics