Papers for

digital content verifiers

Papers whose findings have a practical use for this group, as judged from the abstract. Open a paper to read what it means in practice.

Trustworthy media needs flexible evidence throughout its lifecycle

Trustworthy synthetic visual media: Evidence across the media lifecycle

Abstract: Images and videos have long helped people understand what happened and how a work came into being. Generative systems complicate that role. Realistic media can now be produced and revised without leaving a stable history, so appearance no longer reveals whether a scene was captured, synthesized, or altered along the way. Trust must instead come from evidence that explains the path an asset has taken and the circumstances in which it was used. Some of this evidence can be recovered from the media, while some must be recorded during production and preserved as the asset circulates. This review brings those approaches together and asks when their claims remain meaningful after ordinary processing or deliberate manipulation. We argue that trustworthy media do not depend on one universal marker of authenticity. The evidence must suit the question at hand, reach the person making the judgment, and remain open to correction when better information emerges. The larger goal is to keep the history of media intelligible even as the media itself continues to change.

Mon 28 SeptComputer Vision and Pattern Recognition
The gist
Photos and videos used to clearly show what actually happened, but now computer-generated images can look very real and can be changed without leaving clear proof. The authors explain that to trust these visual media, we need to collect and keep different kinds of evidence that show how the media was made and changed over time. This evidence might come directly from the media itself or from records made when creating or editing it. They also explain that no single proof can guarantee truth; the right kind of evidence depends on the question and must be shared with the person judging the media’s trustworthiness.
Open → 2609.34232v1