No Prompt, No Leaks: A Robust Generative Steganography Framework via Prompt-Free Diffusion

Generative image steganography synthesizes stego images directly from secret information to achieve inherent security advantages. Latent Diffusion Models (LDMs) have recently emerged as a fundamental image steganography framework that modulates secret latent representations with text prompts. Limite...