A three-stage poisoning pipeline with viewpoint-ensemble stabilization can implant an attacker-chosen image at a single viewport of a 3D Gaussian Splatting model while preserving rendering quality at other views.
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GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion
A three-stage poisoning pipeline with viewpoint-ensemble stabilization can implant an attacker-chosen image at a single viewport of a 3D Gaussian Splatting model while preserving rendering quality at other views.