Jonas Ricker
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View article: Security Benefits and Side Effects of Labeling AI-Generated Images
Security Benefits and Side Effects of Labeling AI-Generated Images Open
Generative artificial intelligence is developing rapidly, impacting humans' interaction with information and digital media. It is increasingly used to create deceptively realistic misinformation, so lawmakers have imposed regulations requi…
View article: Adversarial Robustness of AI-Generated Image Detectors in the Real World
Adversarial Robustness of AI-Generated Image Detectors in the Real World Open
The rapid advancement of Generative Artificial Intelligence (GenAI) capabilities is accompanied by a concerning rise in its misuse. In particular the generation of credible misinformation in the form of images poses a significant threat to…
View article: AI-Generated Faces in the Real World: A Large-Scale Case Study of Twitter Profile Images
AI-Generated Faces in the Real World: A Large-Scale Case Study of Twitter Profile Images Open
Recent advances in the field of generative artificial intelligence (AI) have blurred the lines between authentic and machine-generated content, making it almost impossible for humans to distinguish between such media. One notable consequen…
View article: AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Open
With recent text-to-image models, anyone can generate deceptively realistic images with arbitrary contents, fueling the growing threat of visual disinformation. A key enabler for generating high-resolution images with low computational cos…
View article: Towards the Detection of Diffusion Model Deepfakes (Additional Datasets)
Towards the Detection of Diffusion Model Deepfakes (Additional Datasets) Open
This upload contains the additional datasets used in Towards the Detection of Diffusion Model Deepfakes. Further details and instructions are provided in the project's Github repository.
View article: Towards the Detection of Diffusion Model Deepfakes (Additional Datasets)
Towards the Detection of Diffusion Model Deepfakes (Additional Datasets) Open
This upload contains the additional datasets used in Towards the Detection of Diffusion Model Deepfakes. Further details and instructions are provided in the project's Github repository.
View article: A Representative Study on Human Detection of Artificially Generated Media Across Countries
A Representative Study on Human Detection of Artificially Generated Media Across Countries Open
AI-generated media has become a threat to our digital society as we know it. These forgeries can be created automatically and on a large scale based on publicly available technology. Recognizing this challenge, academics and practitioners …
View article: Single-Model Attribution of Generative Models Through Final-Layer Inversion
Single-Model Attribution of Generative Models Through Final-Layer Inversion Open
Recent breakthroughs in generative modeling have sparked interest in practical single-model attribution. Such methods predict whether a sample was generated by a specific generator or not, for instance, to prove intellectual property theft…
View article: Towards the Detection of Diffusion Model Deepfakes (Dataset)
Towards the Detection of Diffusion Model Deepfakes (Dataset) Open
This upload contains the dataset used in Towards the Detection of Diffusion Model Deepfakes. Further details and instructions are provided in the project's Github repository.
View article: Towards the Detection of Diffusion Model Deepfakes (Dataset)
Towards the Detection of Diffusion Model Deepfakes (Dataset) Open
This upload contains the dataset used in Towards the Detection of Diffusion Model Deepfakes. Further details and instructions are provided in the project's Github repository.
View article: Towards the Detection of Diffusion Model Deepfakes
Towards the Detection of Diffusion Model Deepfakes Open
In the course of the past few years, diffusion models (DMs) have reached an unprecedented level of visual quality. However, relatively little attention has been paid to the detection of DM-generated images, which is critical to prevent adv…