works on
adversarial perturbations 1diffusion models 1temporal consistency 1universal protection 1video privacy 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization

Yuxin Huang, Ziming Hong, Mingming Gong +3

The paper introduces Temporally Consistent Universal Adversarial Perturbations (TC-UAP) to protect videos from both image-to-video and fine‑tuning based personalization attacks, en…