Preprint
Jul 2026
AI or Real: Detecting Partially Altered Videos Under Resource-Constrained Environments
The proliferation of generative video models has shifted the practical detection threat from fully fabricated clips to partially manipulated footages. Although modern detectors achieve strong accuracy using foundation backbones of 400M+ parameters, their resource footprint precludes edge deployment. In this paper, we p...
Tamoghna Chakraborty, Md. Nurul Absur, Sourya Saha et al.
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