└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # awesome-image-steganography 2 | Steganography is an art and science of invisible communication, achieved by hiding secret information in a cover object (image, audio, video, text). According to the communication cover/carrier forms, steganography can be classified into many categories: image steganography, audio steganography, video steganography, text steganography, and DNA-based steganography. Images are so widely used in communication. Therefore, we summarize a wide range of image steganography researches. 3 | 4 | # Survey 5 | 6 | Using Artificial Intelligence Approaches for Image Steganography: A Review (**IoT 2020**) [[paper]](https://www.researchgate.net/publication/340422624_Using_Artificial_Intelligence_Approaches_for_Image_Steganography_A_Review) 7 | 8 | Recent Advances of Image Steganography with Generative Adversarial Networks (**IEEE Access 2020**) [[paper]](https://www.researchgate.net/publication/340180303_Recent_Advances_of_Image_Steganography_with_Generative_Adversarial_Networks) 9 | 10 | Comprehensive survey of image steganography: Techniques, Evaluations, and trends in future research (**Neurocomputing 2019**) [[paper]](https://www.sciencedirect.com/science/article/pii/S0925231218312591) 11 | 12 | A Comparative Study of Recent Steganography Techniques for Multiple Image Formats (**IJCNIS 2019**) [[paper]](https://www.researchgate.net/publication/330735359_A_Comparative_Study_of_Recent_Steganography_Techniques_for_Multiple_Image_Formats) 13 | 14 | A Survey on Digital Image Steganography (**JIHPP 2019**) [[paper]](http://qikan.cqvip.com/Qikan/Article/Detail?id=7100590037) 15 | 16 | Deep Learning in steganography and steganalysis from 2015 to 2018 (**Book chapter 2019**) [[paper]](https://arxiv.org/abs/1904.01444) 17 | 18 | Image steganography in spatial domain: A survey (**SPIC 2018**) [[paper]](https://www.sciencedirect.com/science/article/pii/S092359651830256X) 19 | 20 | A review of artificial intelligence techniques in image steganography domain (**2017**) 21 | 22 | Performance evaluation parameters of image steganography techniques 23 | 24 | Advances in digital image steganography 25 | 26 | Reversible and Irreversible Data Hiding Technique 27 | 28 | Digital Image Data Hiding Techniques: A Comparative Study 29 | 30 | A Study of Various Steganographic Techniques Used for Information Hiding 31 | 32 | Overview: Main Fundamentals for Steganography 33 | 34 | Steganography An Art of Hiding Data 35 | 36 | Information Hiding Techniques: A Tutorial Review 37 | 38 | 39 | # Message 40 | Hiding secret information is message/string. 41 | 42 | SteganoGAN: High Capacity Image Steganography with GANs [[paper]](https://arxiv.org/pdf/1901.03892.pdf) [[code]](https://github.com/DAI-Lab/SteganoGAN) 43 | 44 | HiDDeN: Hiding Data With Deep Networks [[paper]](https://openaccess.thecvf.com/content_ECCV_2018/papers/Jiren_Zhu_HiDDeN_Hiding_Data_ECCV_2018_paper.pdf) 45 | 46 | A New Payload Partition Strategy in Color Image Steganography [[paper]](https://ieeexplore.ieee.org/document/8630656) 47 | 48 | Natural Steganography in JPEG Domain with a Linear Development Pipeline 49 | 50 | Towards Robust Image Steganography [[paper]](https://ieeexplore.ieee.org/document/8533349) 51 | 52 | A security steganography scheme based on HDR image 53 | 54 | Steganographic Generative Adversarial Networks [[paper]](https://arxiv.org/abs/1703.05502) 55 | 56 | SSGAN- Secure Steganography Based on Generative Adversarial Networks [[paper]](https://arxiv.org/abs/1707.01613) 57 | 58 | A novel image steganography method via deep convolutional generative adversarial networks 59 | 60 | Spatial Image Steganography Based on Generative Adversarial Network 61 | 62 | Generating steganographic images via adversarial training [[paper]](https://papers.nips.cc/paper/6791-generating-steganographic-images-via-adversarial-training.pdf) [[code]](https://github.com/jhayes14/advsteg) 63 | 64 | Automatic Steganographic Distortion Learning Using a Generative Adversarial Network 65 | 66 | # Image 67 | Hiding secret information is image. 68 | 69 | Reversible image steganography scheme based on a U-net structure [[paper]](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8604041) 70 | 71 | EncryptGAN: Image Steganography with Domain Transform [[paper]](https://arxiv.org/abs/1905.11582) 72 | 73 | End-to-end trained CNN encoder-decoder networks for image steganography [[paper]](https://openaccess.thecvf.com/content_ECCVW_2018/papers/11132/Rehman_End-to-End_Trained_CNN_Encoder-Decoder_Networks_For_Image_Steganography_ECCVW_2018_paper.pdf) 74 | 75 | StegNet: Mega Image steganography capacity with deep convolutional network [[paper]](https://arxiv.org/abs/1806.06357) 76 | 77 | Hiding images in plain sight: Deep steganography [[paper]](https://papers.nips.cc/paper/6802-hiding-images-in-plain-sight-deep-steganography) 78 | 79 | A Secure and High Capacity Image Steganography Technique 80 | 81 | # Audio 82 | Hiding secret information is audio. 83 | 84 | Audio Steganography Based on Iterative Adversarial Attacks against Convolutional Neural Networks (**TIFS2020**) [[paper]](https://ieeexplore.ieee.org/document/8949445) 85 | 86 | An end-to-end generative network for environmental sound-based covert communication [[paper]](https://dl.acm.org/doi/10.1007/s11042-018-6592-2) 87 | 88 | # Video 89 | Hiding secret information is video. 90 | 91 | High-Capacity Convolutional Video Steganography with Temporal Residual Modeling 92 | 93 | Convolutional video steganography with temporal residual modeling [[paper]](https://arxiv.org/abs/1806.02941) 94 | 95 | # Contact & Feedback 96 | 97 | If you have any suggestions or download problems about papers, please don't hesitate to mail me :) 98 | 99 | - [e-mail](jbcui@zju.edu.cn) 100 | - [pull](https://github.com/amusi/awesome-lane-detection/pulls) --------------------------------------------------------------------------------