Preprint
Jul 2026
AI or Real: Detecting Partially Altered Videos Under Resource-Constrained Environments
This paper presents a lightweight full-frame detector for partially manipulated AI-generated video, designed for deployment on edge hardware without face-detection preprocessing, and targets two failure modes specific to the partial-manipulation regime.
Tamoghna Chakraborty, Md. Nurul Absur, Sourya Saha et al.
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