AI RESEARCH
Chameleon: Benchmarking Detection and Backtracking on Commercial-Grade AI-Generated Videos
arXiv CS.CV
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ArXi:2503.06624v2 Announce Type: replace The proliferation of AI-Generated Content (AIGC), especially deepfake videos, poses a severe threat to social trust by enabling fraud, privacy violations and disinformation. Existing AI-generated video detection (AGVD) benchmarks focus on open-source model generated videos, yet commercial closed-source models produce realistic, temporally coherent videos that are underexplored in detection research.