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Security-Robustness Trade-Offs in Diffusion Steganography: A Comparative Analysis of Pixel-Space and VAE-Based Architectures

🗓️ 08 Oct 2025 00:00:00Reported by Chen Gu, Jiaxing Lu, Chengpei Tang, Yuhua Xu, Jingying Zhou, Wei SunType 
packetstormnews
 packetstormnews
🔗 packetstorm.news👁 5 Views

A comparative study shows pixel-space steganography is secure but distortion‑fragile, while VAE-based methods are robust but less secure.

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