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Invisible Steganography via Generative Adversarial Networks

23 July 2018

Ru Zhang

Jianyi Liu

Papers citing "Invisible Steganography via Generative Adversarial Networks"

31 / 31 papers shown

Title
Evaluating Dataset Watermarking for Fine-tuning Traceability of Customized Diffusion Models: A Comprehensive Benchmark and Removal Approach X. Wang Hanchi Sun Wenjun Sun Kejun Xue Wangqiu Zhou ... Wei Sun Dandan Zhu Xiongkuo Min Jun Jia Zhijun Fang WIGM 221 0 0 24 Nov 2025
Exploring AI in Steganography and Steganalysis: Trends, Clusters, and Sustainable Development Potential Aditya Kumar Sahu Chandan Kumar Saksham Kumar Serdar Solak 44 0 0 15 Nov 2025
Deep Data Hiding for ICAO-Compliant Face Images: A Survey Jefferson David Rodriguez Chivata Davide Ghiani Simone Maurizio La Cava Marco Micheletto G. Orrú Federico Lama G. L. Marcialis 84 0 0 26 Aug 2025
TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning Fengchun Liu. Tong Zhang Chunying Zhang 239 0 0 25 Apr 2025
STCL:Curriculum learning Strategies for deep learning image steganography models Fengchun Liu Tong Zhang Chunying Zhang 177 0 0 24 Apr 2025
CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning Fengchun Liu Tong Zhang Chunying Zhang 80 1 0 23 Apr 2025
Semantic Deep Hiding for Robust Unlearnable Examples Ruohan Meng Chenyu Yi Yi Yu Siyuan Yang Bingquan Shen Alex C. Kot 318 10 0 25 Jun 2024
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models Peifei Zhu Tsubasa Takahashi Hirokatsu Kataoka WIGM 207 30 0 15 Apr 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Shucheng Zhou DeLMO 268 53 0 04 Feb 2024
Double-Flow-based Steganography without Embedding for Image-to-Image Hiding Bingbing Song Derui Wang Tianwei Zhang Renyang Liu Yu Lin Wei Zhou 131 0 0 25 Nov 2023
Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep HidingIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Hangcheng Liu Tao Xiang Shangwei Guo Han Li Tianwei Zhang Xiaofeng Liao 122 10 0 03 Aug 2023
DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion ModelsSIGKDD Explorations (SIGKDD Explor.), 2023 Yingqian Cui Jie Ren Han Xu Pengfei He Hui Liu Lichao Sun Yue Xing Shucheng Zhou WIGM 204 43 0 25 May 2023
Learning Iterative Neural Optimizers for Image SteganographyInternational Conference on Learning Representations (ICLR), 2023 Xiangyu Chen Varsha Kishore Kilian Q. Weinberger 109 9 0 27 Mar 2023
FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs Shehzeen Samarah Hussain Nojan Sheybani Paarth Neekhara Xinqiao Zhang Javier Mauricio Duarte F. Koushanfar 165 15 0 26 Sep 2022
On the Exploitation of Deepfake Model Recognition Luca Guarnera O. Giudice Matthias Niessner Sebastiano Battiato 81 25 0 09 Apr 2022
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes Paarth Neekhara Shehzeen Samarah Hussain Xinqiao Zhang Ke Huang Julian McAuley F. Koushanfar AAML 170 30 0 05 Apr 2022
Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges Rajasekhar Chaganti Vinayakumar Ravi M. Alazab T. Pham 133 14 0 06 Oct 2021
Generative Models for Security: Attacks, Defenses, and Opportunities L. A. Bauer Vincent Bindschaedler 181 5 0 21 Jul 2021
Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and SteganographyIEEE Transactions on Computational Social Systems (IEEE TCSS), 2021 Zihan Wang Olivia Byrnes Hu Wang Ruoxi Sun Congbo Ma Huaming Chen Qi Wu Minhui Xue 152 85 0 20 Jul 2021
Multitask Identity-Aware Image Steganography via Minimax Optimization Jiabao Cui Pengyi Zhang Songyuan Li Liangli Zheng Cuizhu Bao Jupeng Xia Xi Li 107 12 0 13 Jul 2021
PEEL: A Provable Removal Attack on Deep Hiding Tao Xiang Hangcheng Liu Shangwei Guo Tianwei Zhang 75 2 0 05 Jun 2021
A Brief Survey on Deep Learning Based Data Hiding Chaoning Zhang Chenguo Lin Philipp Benz Kejiang Chen Weiming Zhang In So Kweon 175 38 0 02 Mar 2021
Multi-Stage Residual Hiding for Image-into-Audio SteganographyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Wenxue Cui Gangyan Zeng F. Jiang Yongliang Liu Debin Zhao 141 21 0 06 Jan 2021
DeepMorph: A System for Hiding Bitstrings in Morphable Vector Drawings Søren Rasmussen Karsten O. Noe Oliver G. Hjermitslev Henrik Pedersen 114 1 0 19 Nov 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data HidingIEEE Symposium on Security and Privacy (IEEE S&P), 2020 Sahar Abdelnabi Mario Fritz WaLM 284 181 0 07 Sep 2020
Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training DataIEEE International Conference on Computer Vision (ICCV), 2020 Ning Yu Vladislav Skripniuk Sahar Abdelnabi Mario Fritz WIGM 404 266 0 16 Jul 2020
Destruction of Image Steganography using Generative Adversarial Networks Isaac Corley Jonathan Lwowski Justin Hoffman AAML 108 13 0 20 Dec 2019
PixelSteganalysis: Pixel-wise Hidden Information Removal with Low Visual DegradationIEEE Transactions on Dependable and Secure Computing (TDSC), 2019 Dahuin Jung Ho Bae Hyun-Soo Choi Sungroh Yoon 219 21 0 28 Feb 2019
Hide and Speak: Towards Deep Neural Networks for Speech Steganography Felix Kreuk Yossi Adi Bhiksha Raj Rita Singh Joseph Keshet 141 28 0 07 Feb 2019
PixelSteganalysis: Destroying Hidden Information with a Low Degree of Visual Degradation Dahuin Jung Ho Bae Hyun-Soo Choi Sungroh Yoon 154 1 0 30 Jan 2019
Symbolic Tensor Neural Networks for Digital Media - from Tensor Processing via BNF Graph Rules to CREAMS Applications W. Skarbek 140 12 0 18 Sep 2018