Generative steganography by sampling
WebApr 13, 2024 · By formulating the deep image steganography task as an image-to-image translation process [], both the convolutional neural network (CNN) and generative adversarial network (GAN) are commonly used as for designing a powerful image hiding network [2, 6, 7, 9,10,11,12] and very promising results have been obtained.However, … Web统计arXiv中每日关于计算机视觉文章的更新
Generative steganography by sampling
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WebJan 3, 2024 · Liu et al. also proposed a data-driven information hiding scheme called GSS (generative steganography by sampling). The stego images is directly sampled by the generator. The sender and the receiver share a secret key for message embedding and extraction. However, the quality of generated image is also low because the generator is …
WebFeb 20, 2024 · The GAN-based steganographic algorithm replaces the category label with secret information as the driver, directly generates encrypted images for transmission, … http://www.apsipa.org/proceedings/2024/pdfs/285.pdf
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WebMay 31, 2024 · Abstract: In this paper, a novel data-driven information hiding scheme called “generative steganography by sampling” (GSS) is proposed. Unlike in traditional modification-based steganography, in our method the stego image is directly sampled by …
WebMay 14, 2024 · The traditional information hiding is realized by embedding the secret information into the multimedia, but it will inevitably leave the modification mark in the carrier. This paper proposed a new method of coverless information hiding. First, the improved Wasserstein GAN (WGAN-GP) model is constructed, and the model is trained … fresh seafood companyWebTowards Universal Fake Image Detectors that Generalize Across Generative Models Utkarsh Ojha · Yuheng Li · Yong Jae Lee ... Difficulty-based Sampling for Debiased Contrastive Representation Learning ... Large-capacity and Flexible Video Steganography via Invertible Neural Network fresh seafood colorado springsWebOct 24, 2024 · This work shows that a steganography procedure is perfectly secure under Cachin (1998)'s information theoretic-model of Steganography if and only if it is induced by a coupling, and suggests that it may be natural to view information-theoretic steganographic through the lens of minimum entropy coupling. Steganography is the practice of … fresh seafood company capital market