ownership-verification

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FedOT: Ownership Verification and Leakage Tracing via Watermarks for Federated LDMs

Hugging Face Daily Papers · 2026-06-22 Cached

FedOT introduces a chunked watermarking and latent vector transformation framework for ownership verification and leakage tracing in federated latent diffusion models, preventing watermark removal attacks.

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#ownership-verification

COPYCOP: Ownership Verification for Graph Neural Networks

arXiv cs.LG · 2026-05-08 Cached

This paper introduces CopyCop, an algorithm for verifying ownership of Graph Neural Networks by detecting surrogate models even when they differ in architecture, weights, or output transformations.

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