Identifying Personal DNA Methylation Profiles by Genotype Inference. - Michael Backes 001; Pascal Berrang; Matthias Bieg; Roland Eils; Carl Herrmann; Mathias Humbert; Irina Lehmann (IEEE Symposium on Security and Privacy, 2017)

Dissecting Privacy Risks in Biomedical Data. - Pascal Berrang; Mathias Humbert; Yang Zhang 016; Irina Lehmann; Roland Eils; Michael Backes 001 (EuroS&P, 2018)

Leveraging implicit knowledge in neural networks for functional dissection and engineering of proteins. - Julius Upmeier zu Belzen; Thore Bürgel; Stefan Holderbach; Felix Bubeck; Lukás Adam; Catharina Gandor; Marita Klein; Jan Mathony; Pauline Pfuderer; Lukas Platz; Moritz Przybilla; Max Schwendemann; et al. (Nat. Mach. Intell., 2019)

Publisher Correction: Leveraging implicit knowledge in neural networks for functional dissection and engineering of proteins. - Julius Upmeier zu Belzen; Thore Bürgel; Stefan Holderbach; Felix Bubeck; Lukás Adam; Catharina Gandor; Marita Klein; Jan Mathony; Pauline Pfuderer; Lukas Platz; Moritz Przybilla; Max Schwendemann; et al. (Nat. Mach. Intell., 2019)

Membership Inference Against DNA Methylation Databases. - Inken Hagestedt; Mathias Humbert; Pascal Berrang; Irina Lehmann; Roland Eils; Michael Backes 001; Yang Zhang 016 (EuroS&P, 2020)

JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model. - Qihao Duan; Bingding Huang; Zhenqiao Song; Irina Lehmann; Lei Gu; Roland Eils; Benjamin Wild (CoRR, 2025)