Andreas Müller, M.Sc.

Research Interests

  • Watermarking for Generative AI

Publications

2025

Denis Lukovnikov, Andreas Müller, Jonas Thietke, Erwin Quiring, Asja Fischer

Are Semantic Watermarks for Diffusion Models Resilient to Layout Control? Proceedings Article

In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2025.

Links

Andreas Müller, Denis Lukovnikov, Jonas Thietke, Asja Fischer, Erwin Quiring

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Proceedings Article

In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

Links

Jonas Thietke, Andreas Müller, Denis Lukovnikov, Asja Fischer, Erwin Quiring

Towards a Correct Usage of Cryptography in Semantic Watermarks for Diffusion Models Proceedings Article

In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2025.

Links

2024

Andreas Müller, Erwin Quiring

The Impact of Uniform Inputs on Activation Sparsity and Energy-Latency Attacks in Computer Vision Proceedings Article

In: IEEE Symposium on Security and Privacy (SP) Workshops, 2024.

2023

Erwin Quiring, Andreas Müller, Konrad Rieck

On the Detection of Image-Scaling Attacks in Machine Learning Proceedings Article

In: Annual Computer Security Applications Conference (ACSAC), 2023.

Links