Andreas Trügler

According to our database, Andreas Trügler authored at least 14 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Hardware-Agnostic Modeling of Quantum Side-Channel Leakage via Conditional Dynamics and Learning from Full Correlation Data.

Brennan Bell, Andreas Trügler, Konstantin Beyer, Paul Erker

CoRR, February, 2026

2025

Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey.

Lea Demelius, Roman Kern, Andreas Trügler

ACM Comput. Surv., June, 2025

Private and Fair Machine Learning: Revisiting the Disparate Impact of Differentially Private SGD.

Lea Demelius, Simone Kopeinik, Dominik Kowald, Roman Kern, Andreas Trügler

Trans. Mach. Learn. Res., 2025

Assessing the impact of differential privacy in transfer learning with deep neural networks and transformer language models.

Samuel Sousa, Andreas Trügler, Roman Kern

Neural Comput. Appl., 2025

2024

Establishing and evaluating trustworthy AI: overview and research challenges.

Dominik Kowald, Sebastian Scher, Viktoria Pammer-Schindler, Peter Müllner, Kerstin Waxnegger, Lea Demelius, Angela Fessl, Maximilian Toller, Inti Gabriel Mendoza Estrada, Ilija Simic, Vedran Sabol, Andreas Trügler, Eduardo E. Veas, Roman Kern, Tomislav Nad, Simone Kopeinik

Frontiers Big Data, 2024

2023

A conceptual model for leaving the data-centric approach in machine learning.

Sebastian Scher, Bernhard C. Geiger, Simone Kopeinik, Andreas Trügler, Dominik Kowald

CoRR, 2023

2022

Long-term dynamics of fairness: understanding the impact of data-driven targeted help on job seekers.

Sebastian Scher, Simone Kopeinik, Andreas Trügler, Dominik Kowald

CoRR, 2022

CryptoTL: Private, efficient and secure transfer learning.

Roman Walch, Samuel Sousa, Lukas Helminger, Stefanie N. Lindstaedt, Christian Rechberger, Andreas Trügler

CoRR, 2022

Robustness of Machine Learning Models Beyond Adversarial Attacks.

Sebastian Scher, Andreas Trügler

CoRR, 2022

Reconstructing quantum circuits through side-channel information on cloud-based superconducting quantum computers.

Brennan Bell, Andreas Trügler

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

Privacy-Preserving Techniques for Trustworthy Data Sharing: Opportunities and Challenges for Future Research.

Lidia Dutkiewicz, Yuliya Miadzvetskaya, Hosea Ofe, Alan Barnett, Lukas Helminger, Stefanie N. Lindstaedt, Andreas Trügler

Proceedings of the Data Spaces - Design, 2022

Data Platforms for Data Spaces.

Amin Anjomshoaa, Santiago Cáceres Elvira, Christian Wolff, Juan Carlos Pérez Baún, Manos Karvounis, Marco Mellia, Spiros Athanasiou, Asterios Katsifodimos, Alexandra Garatzogianni, Andreas Trügler, Martin Serrano, Achille Zappa, Yury Glikman, Tuomo Tuikka, Edward Curry

Proceedings of the Data Spaces - Design, 2022

2015

Plasmonics simulations with the MNPBEM toolbox: Consideration of substrates and layer structures.

Jürgen Waxenegger, Andreas Trügler, Ulrich Hohenester

Comput. Phys. Commun., 2015

2012

MNPBEM - A Matlab toolbox for the simulation of plasmonic nanoparticles.

Ulrich Hohenester, Andreas Trügler

Comput. Phys. Commun., 2012