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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 1–50 of 73 papers

TitleStatusHype
DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion ModelsCode1
Cover-separable Fixed Neural Network Steganography via Deep Generative ModelsCode1
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
Deep adaptive hiding network for image hiding using attentive frequency extraction and gradual depth extractionCode1
Payload-Independent Direct Cost Learning for Image SteganographyCode1
Neural Cover Selection for Image SteganographyCode1
Multi-Image Steganography Using Deep Neural NetworksCode1
Learning Iterative Neural Optimizers for Image SteganographyCode1
Joint adjustment image steganography networksCode1
PRIS: Practical robust invertible network for image steganographyCode1
HiNet: Deep Image Hiding by Invertible NetworkCode1
StegFormer: Rebuilding the Glory of the Autoencoder-Based SteganographyCode1
Fixed Neural Network Steganography: Train the images, not the networkCode1
Deep residual network for steganalysis of digital imagesCode0
An Automatic Cost Learning Framework for Image Steganography Using Deep Reinforcement LearningCode0
BASN -- Learning Steganography with Binary Attention MechanismCode0
CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum LearningCode0
Destruction of Image Steganography using Generative Adversarial NetworksCode0
DKiS: Decay weight invertible image steganography with private keyCode0
Effective Message Hiding with Order-Preserving MechanismsCode0
End-to-end Trained CNN Encode-Decoder Networks for Image SteganographyCode0
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identificationCode0
Invisible Steganography via Generative Adversarial NetworksCode0
Natias: Neuron Attribution based Transferable Image Adversarial SteganographyCode0
SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon CodingCode0
STCL:Curriculum learning Strategies for deep learning image steganography modelsCode0
StegaINR4MIH: steganography by implicit neural representation for multi-image hidingCode0
SteganoGAN: High Capacity Image Steganography with GANsCode0
Steganographic Embeddings as an Effective Data AugmentationCode0
VStegNET: Video Steganography Networkusing Spatio-Temporal features andMicro-BottleneckCode0
Color Image steganography using Deep convolutional Autoencoders based on ResNet architecture—0
From Covert Hiding to Visual Editing: Robust Generative Video Steganography—0
GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to Pre-trained Encoders in Self-supervised Learning—0
Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks—0
Hiding Image in Image by Five Modulus Method for Image Steganography—0
Blind Data Adaptation to tackle Covariate Shift in Operational Steganalysis—0
Image Generation Network for Covert Transmission in Online Social Network—0
ImageNet Pretrained CNNs for JPEG Steganalysis—0
Image Steganography based on Iteratively Adversarial Samples of A Synchronized-directions Sub-image—0
Image Steganography based on Style Transfer—0
Image Steganography For Securing Intellicise Wireless Networks: "Invisible Encryption" Against Eavesdroppers—0
StegoAppDB: a Steganography Apps Forensics Image Database—0
StyleStegan: Leak-free Style Transfer Based on Feature Steganography—0
A security steganography scheme based on hdr image—0
Large-Capacity Image Steganography Based on Invertible Neural Networks—0
A Novel Steganography Technique for Digital Images Using the Least Significant Bit Substitution Method—0
A Novel Local Binary Pattern Based Blind Feature Image Steganography—0
Multitask Identity-Aware Image Steganography via Minimax Optimization—0
TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning—0
A Novel Approach to Image Steganography Using Generative Adversarial Networks—0
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