Introduces Poison-3DGS benchmark for stage-wise characterization of poisoning detectability in 3DGS, showing that signals vary by stage and later stages provide stronger cues.
Gausstrap: Stealthy poisoning attacks on 3d gaus- sian splatting for targeted scene confusion
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
PatchPoison injects 12x12 pixel checkerboard patches into multi-view images to disrupt SfM feature matching, causing 3DGS reconstructions to diverge with 6.8x higher LPIPS error on NeRF-Synthetic while remaining unobtrusive.
citing papers explorer
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Characterizing Detectability in 3DGS Poisoning: A Stage-wise Benchmark
Introduces Poison-3DGS benchmark for stage-wise characterization of poisoning detectability in 3DGS, showing that signals vary by stage and later stages provide stronger cues.
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PatchPoison: Poisoning Multi-View Datasets to Degrade 3D Reconstruction
PatchPoison injects 12x12 pixel checkerboard patches into multi-view images to disrupt SfM feature matching, causing 3DGS reconstructions to diverge with 6.8x higher LPIPS error on NeRF-Synthetic while remaining unobtrusive.