AIBearisharXiv – CS AI · 6h ago7/10
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RobustSora: De-Watermarked Benchmark for Robust AI-Generated Video Detection
Researchers introduce RobustSora, a benchmark dataset of 6,500 videos designed to isolate how AI-generated video detectors rely on watermarks versus actual generation artifacts. Testing across ten detection models reveals that watermark manipulation causes accuracy drops of up to 14 percentage points, demonstrating that current detectors are vulnerable to watermark-removal attacks and may not detect authentic AI-generated content when watermarks are absent.
🧠 Sora