Data Hiding With Deep Learning: A Survey Unifying Digital Watermarking and Steganography (original) (raw)

A Brief Survey on Deep Learning Based Data Hiding

In Kweon

Cornell University - arXiv, 2021

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Hiding Data in Images Using Cryptography and Deep Neural Network

Ashish Khanna

Journal of Artificial Intelligence and Systems, 2019

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Deep Neural Networks based Invisible Steganography for Audio-into-Image Algorithm

Toan Pham Van

2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)

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Hide and Speak: Towards Deep Neural Networks for Speech Steganography

Yossi Adi

Interspeech 2020, 2020

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Deep Convolutional Neural Network based Image Steganogrpahy Technique for Audio-Image Hiding Algorithm

Dr D Suneetha

International Journal of Engineering and Advanced Technology, 2020

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Evasion Attack STeganography: Turning Vulnerability Of Machine Learning To Adversarial Attacks Into A Real-world Application

Maxime Cordy

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021

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Using Deep learning for image watermarking attack

Jean-françois Couchot

Signal Processing: Image Communication, 2021

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Comparative performance assessment of deep learning based image steganography techniques

Varsha Himthani

Scientific Reports, 2022

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Digital Watermarking Using Deep Neural Network

Fayaz dharejo

International Journal of Machine Learning and Computing, 2020

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Survey on Encoding Binary Data within a Digital Image Using Deep Steganography and Multilayered Neural Network

IJRASET Publication

International Journal for Research in Applied Science & Engineering Technology (IJRASET), 2023

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IMG‐forensics: Multimedia‐enabled information hiding investigation using convolutional neural network

Habib Hamam

IET Image Processing, 2021

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ReDMark: Framework for residual diffusion watermarking based on deep networks

Shadrokh Samavi

Expert Systems with Applications

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Estimation of the Hidden Message Length in Steganography: A Deep Learning Approach

Thierry BOUWMANS

International Conference on Machine Learning for Networking, MLN 2019, 2019

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A Survey on Deep Convolutional Neural Networks for Image Steganography and Steganalysis

Israr Hussain

KSII Transactions on Internet and Information Systems

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Towards Robust Data Hiding Against (JPEG) Compression: A Pseudo-Differentiable Deep Learning Approach

In Kweon

ArXiv, 2021

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Introduction to the special issue on deep learning for real-time information hiding and forensics

Cheonshik Kim

Journal of Real-Time Image Processing, 2020

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Hiding Data in Images Using Spectral Filtering and Deep Neural Networks

Ruth Kimchi

2020 International Joint Conference on Neural Networks (IJCNN)

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Enhanced CNN-DCT Steganography: Deep Learning-Based Image Steganography Over Cloud

Justin O N Y A R I N Ogala

SN Computer Science , 2024

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Secure Image of Reversible Data Hiding and Deep Learning Algorithms for Image Reconstruction

Rahul Sahu

International Journal of Computer Applications, 2021

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A Neural Watermark Approach

Jose Aguilar

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Are Deep Neural Networks good for blind image watermarking?

Vivien Chappelier

2018 IEEE International Workshop on Information Forensics and Security (WIFS), 2018

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Encrypted rich-data steganography using generative adversarial networks

Dule Shu

Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, 2020

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Deep learning in steganography and steganalysis

Marc Chaumont

Digital Media Steganography, 2020

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Exploiting De-Noising Convolutional Neural Networks DnCNNs for an Efficient Watermarking Scheme: A Case for Information Retrieval

TARIQ RAHIM

IETE Technical Review, 2020

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IRJET- A Deep Neural Network Spatial Domain Steganography Method In Image Processing

IRJET Journal

IRJET, 2021

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CNN-Assisted Steganography -- Integrating Machine Learning with Established Steganographic Techniques

Mitchell Thornton

arXiv (Cornell University), 2023

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ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks

Shadrokh Samavi

2018

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Hiding Visual Information via Obfuscating Adversarial Perturbations

Decheng Liu

arXiv (Cornell University), 2022

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Reversible Data hiding in Encrypted Images using Deep Neural Network and MSB Prediction

IRJET Journal

IRJET, 2022

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Information Hiding using Convolutional Encoding

Paul Tobin

2018 29th Irish Signals and Systems Conference (ISSC), 2018

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Are Classification Deep Neural Networks Good for Blind Image Watermarking?

Teddy Furon

Entropy

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Leveraging Multi-task Learning for Umambiguous and Flexible Deep Neural Network Watermarking

Alan Liew

2022

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