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Author

Athanasios V. Vasilakos

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Preprint Oct 2026

Decision Uncertainty-Oriented Watermarking (DUOW): Securing Multi-Agent Routing Against Policy Cloning

Routing policies in Multi-Agent Systems (MAS) represent valuable intellectual property, yet their exposure through execution logs creates significant risks of unauthorized policy cloning. Existing agent watermarking methods protect intellectual property by modifying internal generation processes, such as perturbing tok...

Zi-Ming Zhang, Li Li, Guo-Rui Feng et al. · 0 citations
Review Jul 2026

Pixel-Space Diffusion Transformers

Latent diffusion models (LDMs) enable efficient high-resolution image synthesis by denoising in a VAE-compressed latent space. However, fixed visual tokenizers can discard fine textures and structural details, while separate representation and diffusion training creates a mismatch between reconstruction and generation...

Ren-Ye Yan, Ji-Kang Cheng, You Wu et al. · 3 citations

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