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A Brief Survey on Deep Learning Based Data Hiding

2 March 2021

In So Kweon

Papers citing "A Brief Survey on Deep Learning Based Data Hiding"

22 / 22 papers shown

Title
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards A Fourier Perspective Chaoning Zhang Philipp Benz Adil Karjauv In So Kweon AAML 76 42 0 12 Feb 2021
Multi-Stage Residual Hiding for Image-into-Audio Steganography Wenxue Cui Shaohui Liu F. Jiang Yongliang Liu Debin Zhao 46 18 0 06 Jan 2021
Towards Robust Data Hiding Against (JPEG) Compression: A Pseudo-Differentiable Deep Learning Approach Chaoning Zhang Adil Karjauv Philipp Benz In So Kweon 34 11 0 30 Dec 2020
DeepMorph: A System for Hiding Bitstrings in Morphable Vector Drawings Søren Rasmussen Karsten O. Noe Oliver G. Hjermitslev Henrik Pedersen 41 1 0 19 Nov 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 51 151 0 07 Sep 2020
Robust Spatial-spread Deep Neural Image Watermarking Marcin Plata P. Syga WIGM 28 16 0 24 May 2020
Distortion Agnostic Deep Watermarking Xiyang Luo Ruohan Zhan Huiwen Chang Feng Yang P. Milanfar WIGM 57 163 0 14 Jan 2020
ROMark: A Robust Watermarking System Using Adversarial Training Huiying Li Sergul Aydore AAML 50 39 0 02 Oct 2019
Robust Invisible Video Watermarking with Attention Ke-Yue Zhang Lei Xu Alfredo Cuesta-Infante K. Veeramachaneni WIGM 45 120 0 03 Sep 2019
Steganography using a 3 player game Mehdi Yedroudj Frédéric Comby Marc Chaumont GAN 44 37 0 14 Jul 2019
StegaStamp: Invisible Hyperlinks in Physical Photographs Matthew Tancik B. Mildenhall Ren Ng WIGM 85 374 0 10 Apr 2019
Hide and Speak: Towards Deep Neural Networks for Speech Steganography Felix Kreuk Yossi Adi Bhiksha Raj Rita Singh Joseph Keshet 49 25 0 07 Feb 2019
SteganoGAN: High Capacity Image Steganography with GANs Ke-Yue Zhang Alfredo Cuesta-Infante Lei Xu K. Veeramachaneni GAN 60 212 0 12 Jan 2019
ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks Mahdi Ahmadi Alireza Norouzi S. M. Reza Soroushmehr N. Karimi Kayvan Najarian S. Samavi Ali Emami WIGM 36 224 0 16 Oct 2018
HiDDeN: Hiding Data With Deep Networks Jiren Zhu Russell Kaplan Justin Johnson Li Fei-Fei WIGM 54 753 0 26 Jul 2018
Invisible Steganography via Generative Adversarial Networks Ru Zhang Shiqi Dong Jianyi Liu AAML GAN 50 204 0 23 Jul 2018
Generative Steganography by Sampling Zhuo Zhang Jia-Wei Liu Yan Ke Yu-Zhou Lei Jun Li Minqing Zhang Xiaoyuan Yang GAN DiffM 44 33 0 26 Apr 2018
Detecting Adversarial Examples - A Lesson from Multimedia Forensics Pascal Schöttle Alexander Schlögl Cecilia Pasquini Rainer Böhme AAML 38 4 0 09 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,877 0 11 Jan 2018
Generating Steganographic Images via Adversarial Training Jamie Hayes G. Danezis AAML GAN 75 277 0 01 Mar 2017
Deep learning is a good steganalysis tool when embedding key is reused for different images, even if there is a cover source-mismatch L. Pibre Pasquet Jérôme Dino Ienco Marc Chaumont 52 145 0 16 Nov 2015
StegExpose - A Tool for Detecting LSB Steganography B. Boehm LLMSV 43 131 0 24 Oct 2014