Yedrouj-Net: An efficient CNN for spatial steganalysis

26 February 2018

Papers citing "Yedrouj-Net: An efficient CNN for spatial steganalysis"

32 / 32 papers shown

Title
GIFDL: Generated Image Fluctuation Distortion Learning for Enhancing Steganographic Security Xiangkun Wang Kejiang Chen Yuang Qi Ruiheng Liu Weiming Zhang Nenghai Yu 28 0 0 21 Apr 2025
Large Capacity Data Hiding in Binary Image black and white mixed regions Yuanlin Yang 64 0 0 31 Jan 2025
PPRSteg: Printing and Photography Robust QR Code Steganography via Attention Flow-Based Model Huayuan Ye Shenzhuo Zhang Shiqi Jiang Jing Liao Shuhang Gu Changbo Wang Chenhui Li 35 1 0 26 May 2024
Diffusion-Based Hierarchical Image Steganography You-song Xu Xuanyu Zhang Jiwen Yu Chong Mou Xiandong Meng Jian Zhang DiffM 27 1 0 19 May 2024
A Novel Residual-guided Learning Method for Image Steganography Miaoxin Ye Dongxia Huang Kangkang Wei Weiqi Luo 18 2 0 02 Dec 2023
Deep Learning for Steganalysis of Diverse Data Types: A review of methods, taxonomy, challenges and future directions Hamza Kheddar Mustapha Hemis Yassine Himeur David Megías Abbes Amira AAML 35 34 0 08 Aug 2023
Green Steganalyzer: A Green Learning Approach to Image Steganalysis Yao Zhu Xinyu Wang Hong-Shuo Chen Ronald Salloum C.-C. Jay Kuo 21 3 0 06 Jun 2023
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography Jiwen Yu Xuanyu Zhang You-song Xu Jian Zhang DiffM 45 45 0 26 May 2023
CNN-Assisted Steganography -- Integrating Machine Learning with Established Steganographic Techniques Andrew Havard T. Manikas Eric C. Larson Mitchell A. Thornton GAN 16 3 0 25 Apr 2023
A study on the invariance in security whatever the dimension of images for the steganalysis by deep-learning Kévin Planolles Marc Chaumont Frédéric Comby 28 0 0 22 Feb 2023
STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor Decomposition Shunquan Tan Qiushi Li Laiyuan Li Bin Li Jiwu Huang 19 4 0 12 Jun 2022
Steganalysis of Image with Adaptively Parametric Activation Hai Su Meiyin Han Junle Liang Songsen Yu 11 0 0 24 Mar 2022
Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks Yanzhen Ren Ting Liu Liming Zhai Lina Wang 11 7 0 19 Jan 2022
Pixel-Stega: Generative Image Steganography Based on Autoregressive Models Siyu Zhang Zhongliang Yang Haoqin Tu Jinshuai Yang Yongfeng Huang GAN 13 4 0 21 Dec 2021
Universal Deep Network for Steganalysis of Color Image based on Channel Representation Kangkang Wei Weiqi Luo Shunquan Tan Jiwu Huang 15 23 0 24 Nov 2021
Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges Rajasekhar Chaganti Vinayakumar Ravi M. Alazab T. Pham 14 9 0 06 Oct 2021
Subsequent embedding in targeted image steganalysis: Theoretical framework and practical applications David Megías Daniel Lerch-Hostalot 17 9 0 29 Jul 2021
Multitask Identity-Aware Image Steganography via Minimax Optimization Jiabao Cui Pengyi Zhang Songyuan Li Liangli Zheng Cuizhu Bao Jupeng Xia Xi Li 23 12 0 13 Jul 2021
Multi-Contextual Design of Convolutional Neural Network for Steganalysis Brijesh Singh Arijit Sur Pinaki S. Mitra 13 3 0 19 Jun 2021
FeSHI: Feature Map Based Stealthy Hardware Intrinsic Attack Tolulope A. Odetola Faiq Khalid Travis Sandefur Hawzhin Mohammed S. R. Hasan 14 11 0 13 Jun 2021
Improving Cost Learning for JPEG Steganography by Exploiting JPEG Domain Knowledge Weixuan Tang B. Li Mauro Barni Jin Li Jiwu Huang 17 22 0 09 May 2021
MCTSteg: A Monte Carlo Tree Search-based Reinforcement Learning Framework for Universal Non-additive Steganography Xianbo Mo Shunquan Tan Bin Li Jiwu Huang 6 25 0 25 Mar 2021
Using contrastive learning to improve the performance of steganalysis schemes Yanzhen Ren Yiwen Liu Lina Wang 24 1 0 01 Mar 2021
Analysis of the Scalability of a Deep-Learning Network for Steganography "Into the Wild" Hugo Ruiz Marc Chaumont Mehdi Yedroudj A. Amara Frédéric Comby Gérard Subsol 29 9 0 29 Dec 2020
Constructing feature variation coefficients to evaluate feature learning capabilities of convolutional layers in steganographic detection algorithms of spatial domain Ru Zhang Sheng Zou Jianyi Liu Bingjie Lin Dazhuang Liu FAtt 11 0 0 20 Oct 2020
BitMix: Data Augmentation for Image Steganalysis In-Jae Yu Wonhyuk Ahn Seung-Hun Nam Heung-Kyu Lee 17 13 0 30 Jun 2020
Securing LSB embedding against structural steganalysis Brian A Powell 13 1 0 07 Mar 2020
Steganography using a 3 player game Mehdi Yedroudj Frédéric Comby Marc Chaumont GAN 17 37 0 14 Jul 2019
BASN -- Learning Steganography with Binary Attention Mechanism Yang Yang 14 2 0 09 Jul 2019
Deep Learning in steganography and steganalysis from 2015 to 2018 Marc Chaumont 16 48 0 31 Mar 2019
PixelSteganalysis: Destroying Hidden Information with a Low Degree of Visual Degradation Dahuin Jung Ho Bae Hyun-Soo Choi Sungroh Yoon 22 1 0 30 Jan 2019
How to augment a small learning set for improving the performances of a CNN-based steganalyzer? Mehdi Yedroudj Marc Chaumont Frédéric Comby 13 33 0 12 Jan 2018