
PhD Student
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.
@inproceedings{Lukovnikov2025AreSemantic,
title = {Are Semantic Watermarks for Diffusion Models Resilient to Layout Control?},
author = {Denis Lukovnikov and Andreas Müller and Jonas Thietke and Erwin Quiring and Asja Fischer},
url = {https://openreview.net/forum?id=pFMNK403AH},
year = {2025},
date = {2025-01-01},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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.
@inproceedings{Müller2025Black-BoxForgery,
title = {Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models},
author = {Andreas Müller and Denis Lukovnikov and Jonas Thietke and Asja Fischer and Erwin Quiring},
url = {https://arxiv.org/abs/2412.03283},
year = {2025},
date = {2025-01-01},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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.
@inproceedings{Thietke2025TowardsCorrect,
title = {Towards a Correct Usage of Cryptography in Semantic Watermarks for Diffusion Models},
author = {Jonas Thietke and Andreas Müller and Denis Lukovnikov and Asja Fischer and Erwin Quiring},
url = {https://openreview.net/forum?id=yENK6DYuXv},
year = {2025},
date = {2025-01-01},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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.
@inproceedings{Müller2024Impactof,
title = {The Impact of Uniform Inputs on Activation Sparsity and Energy-Latency Attacks in Computer Vision},
author = {Andreas Müller and Erwin Quiring},
year = {2024},
date = {2024-01-01},
booktitle = {IEEE Symposium on Security and Privacy (SP) Workshops},
journal = {https://doi.org/10.1109/SPW63631.2024.00016},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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.
@inproceedings{Quiring2023OnDetection,
title = {On the Detection of Image-Scaling Attacks in Machine Learning},
author = {Erwin Quiring and Andreas Müller and Konrad Rieck},
url = {https://doi.org/10.1145/3627106.3627134},
year = {2023},
date = {2023-01-01},
booktitle = {Annual Computer Security Applications Conference (ACSAC)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}