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HumanForge reveals that existing benchmarks fall short in capturing the complexities of human interactions in video forensics, exposing critical gaps in current detection capabilities.
Embedding watermarks can now be robust to paraphrasing, dimensionality changes, and adversarial attacks, without sacrificing utility or introducing false positives.