Non-Parametric Machine Text Detection via Multi-View Gaussian Processes

In three linesNon-parametric machine text detection using multi-view Gaussian processes. Method aggregates complementary signals (stylistic, likelihood, structural features) to resist adversarial attacks (paraphrasing, style transfer). Evaluated on DetectRL, RAID, and PAN2025 benchmarks, outperforming existing approaches against held-out attacks.

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