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TP-CRIV: A Framework for Third-Party Challenge-Response Identity Verification of AI Models

Sano, Teruki et al.
arXiv (All) · Papers
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cryptography-and-security
Artificial intelligence (AI) models are increasingly deployed through remote services, making model misappropriation a growing concern. Existing approaches, including watermarking, fingerprinting, and model similarity analysis, primarily rely on predefined evidence or direct behavioral comparison an
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