Mete Akgün

Assistant Professor, Eberhard-Karls-Universität Tübingen

Joined

May 2021

Names

Mete Akgün (Preferred)

Emails

****@informatik.uni-tuebingen.de (Confirmed)

****@uni-tuebingen.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

Eberhard-Karls-Universität Tübingen (uni-tuebingen.de)

2021 – Present

Postdoc

Eberhard-Karls-Universität Tübingen (uni-tuebingen.de)

2018 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

Privacy-preserving machine learning

Present

Secure multi-party computation

Present

Security protocols

Present

Publications

Privacy-Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data
Cem Ata Baykara, Ali Burak Ünal, Nico Pfeifer, Mete Akgün
- Oxford Bioinformatics
- Readers: Everyone
Distributed and Secure Kernel-Based Quantum Machine Learning
Arjhun Swaminathan, Mete Akgün
- Accepted by TMLR
- Readers: Everyone
Leveraging Multi-Color Spaces as a Defense Mechanism Against Model Inversion Attack
Sofiane Ouaari, Ali Burak Ünal, Mete Akgün, Nico Pfeifer
- NextGenAISafety 2024 Poster
- Readers: Everyone
A Privacy-Preserving Scheme for Smart Grid Using Trusted Execution Environment
Mete Akgün, Elif Ustundag Soykan, Gürkan Soykan
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- IEEE Access 2023
- Readers: Everyone
Efficient privacy-preserving whole-genome variant queries
Mete Akgün, Nico Pfeifer, Oliver Kohlbacher
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- Bioinform. 2022
- Readers: Everyone
CECILIA: Comprehensive Secure Machine Learning Framework
Ali Burak Ünal, Mete Akgün, Nico Pfeifer
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Bringing the Algorithms to the Data - Secure Distributed Medical Analytics using the Personal Health Train (PHT-meDIC)
Marius de Arruda Botelho Herr, Michael Graf, Peter Placzek, Florian König, Felix Bötte, Tyra Stickel, David Hieber, Lukas Zimmermann, Michael Slupina, Christopher Mohr, Stephanie Biergans, Mete Akgün, Nico Pfeifer, Oliver Kohlbacher
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
ppAUC: Privacy Preserving Area Under the Curve with Secure 3-Party Computation
Ali Burak Ünal, Nico Pfeifer, Mete Akgün
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- CoRR 2021
- Readers: Everyone
Identifying disease-causing mutations with privacy protection
Mete Akgün, Ali Burak Ünal, Bekir Ergüner, Nico Pfeifer, Oliver Kohlbacher
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- Bioinform. 2021
- Readers: Everyone
ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare
Ali Burak Ünal, Mete Akgün, Nico Pfeifer
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- AAAI 2021
- Readers: Everyone

View all 36 publications

Co-Authors

View all 37 co-authors