Alteration-free and Model-agnostic Origin Attribution of Generated Images

Understand

Recently, there has been a growing attention in image generation models.

• However, concerns have emerged regarding potential misuse and intellectual property (IP) infringement associated with these models.
• Therefore, it is necessary to analyze the origin of images by inferring if a specific image was generated by a particular model, i.e., origin attribution.
• Existing methods are limited in their applicability to specific types of generative models and require additional steps during training or generation.