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ENTITY What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations

What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations

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  1. TOOL · CL_111797 ·

    Deepfake benchmark audit questions forensic understanding

    A new audit of deepfake detection benchmarks reveals that many benchmarks may not accurately reflect real-world threats. Researchers found that simple linear probes on frozen, general-purpose self-supervised representat…