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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
Shackled Dancing: A Bit-Locked Diffusion Algorithm for Lossless and Controllable Image Steganography—0
Image Steganography For Securing Intellicise Wireless Networks: "Invisible Encryption" Against Eavesdroppers—0
TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning—0
STCL:Curriculum learning Strategies for deep learning image steganography modelsCode0
CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum LearningCode0
SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon CodingCode0
Steganographic Embeddings as an Effective Data AugmentationCode0
Provably Secure Robust Image Steganography via Cross-Modal Error Correction—0
A Novel Approach to Image Steganography Using Generative Adversarial Networks—0
Neural Cover Selection for Image SteganographyCode1
StegaINR4MIH: steganography by implicit neural representation for multi-image hidingCode0
Natias: Neuron Attribution based Transferable Image Adversarial SteganographyCode0
Cover-separable Fixed Neural Network Steganography via Deep Generative ModelsCode1
DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion ModelsCode1
Blind Data Adaptation to tackle Covariate Shift in Operational Steganalysis—0
Robust Message Embedding via Attention Flow-Based Steganography—0
Diffusion-Based Hierarchical Image Steganography—0
StegFormer: Rebuilding the Glory of the Autoencoder-Based SteganographyCode1
Effective Message Hiding with Order-Preserving MechanismsCode0
Enhancing Steganographic Text Extraction: Evaluating the Impact of NLP Models on Accuracy and Semantic Coherence—0
Noise-NeRF: Hide Information in Neural Radiance Fields using Trainable Noise—0
Null Space Properties of Neural Networks with Applications to Image Steganography—0
From Covert Hiding to Visual Editing: Robust Generative Video Steganography—0
EmbAu: A Novel Technique to Embed Audio Data Using Shuffled Frog Leaping Algorithm—0
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright ProtectionCode0
DKiS: Decay weight invertible image steganography with private keyCode0
GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to Pre-trained Encoders in Self-supervised Learning—0
PRIS: Practical robust invertible network for image steganographyCode1
Securing Fixed Neural Network Steganography—0
Open Image Content Disarm And Reconstruction—0
Joint adjustment image steganography networksCode1
Payload-Independent Direct Cost Learning for Image SteganographyCode1
StyleStegan: Leak-free Style Transfer Based on Feature Steganography—0
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image SteganographyCode1
Learning Iterative Neural Optimizers for Image SteganographyCode1
Deep adaptive hiding network for image hiding using attentive frequency extraction and gradual depth extractionCode1
A Novel Steganography Technique for Digital Images Using the Least Significant Bit Substitution Method—0
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identificationCode0
Color Image steganography using Deep convolutional Autoencoders based on ResNet architecture—0
FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs—0
Image Generation Network for Covert Transmission in Online Social Network—0
Image Steganography based on Style Transfer—0
Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks—0
Robust Invertible Image Steganography—0
A Color Image Steganography Based on Frequency Sub-band Selection—0
Fixed Neural Network Steganography: Train the images, not the networkCode1
Multitask Identity-Aware Image Steganography via Minimax Optimization—0
Large-Capacity Image Steganography Based on Invertible Neural Networks—0
Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images—0
Deep Neural Networks based Invisible Steganography for Audio-into-Image Algorithm—0
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