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Image Steganography

Image Steganography is the main content of information hiding. The sender conceal a secret message into a cover image, then get the container image called stego, and finish the secret message’s transmission on the public channel by transferring the stego image. Then the receiver part of the transmission can reveal the secret message out. Steganalysis is an attack to the steganography algorithm. The listener on the public channel intercept the image and analyze whether the image contains secret information.

Source: Invisible Steganography via Generative Adversarial Networks

Papers

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Showing 1–25 of 73 papers

TitleStatusHype
Fixed Neural Network Steganography: Train the images, not the networkCode1
Cover-separable Fixed Neural Network Steganography via Deep Generative ModelsCode1
PRIS: Practical robust invertible network for image steganographyCode1
Learning Iterative Neural Optimizers for Image SteganographyCode1
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
Payload-Independent Direct Cost Learning for Image SteganographyCode1
HiNet: Deep Image Hiding by Invertible NetworkCode1
StegFormer: Rebuilding the Glory of the Autoencoder-Based SteganographyCode1
DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion ModelsCode1
Joint adjustment image steganography networksCode1
Deep adaptive hiding network for image hiding using attentive frequency extraction and gradual depth extractionCode1
Multi-Image Steganography Using Deep Neural NetworksCode1
Neural Cover Selection for Image SteganographyCode1
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright ProtectionCode0
CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum LearningCode0
Natias: Neuron Attribution based Transferable Image Adversarial SteganographyCode0
Invisible Steganography via Generative Adversarial NetworksCode0
Destruction of Image Steganography using Generative Adversarial NetworksCode0
BASN -- Learning Steganography with Binary Attention MechanismCode0
Deep residual network for steganalysis of digital imagesCode0
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identificationCode0
DKiS: Decay weight invertible image steganography with private keyCode0
End-to-end Trained CNN Encode-Decoder Networks for Image SteganographyCode0
Effective Message Hiding with Order-Preserving MechanismsCode0
An Automatic Cost Learning Framework for Image Steganography Using Deep Reinforcement LearningCode0
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