{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T08:54:20Z","timestamp":1781600060676,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T00:00:00Z","timestamp":1781568000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/legalcode"}],"funder":[{"name":"Agence National de la Recherche","award":["ANR-22-PECY-0011"],"award-info":[{"award-number":["ANR-22-PECY-0011"]}]},{"name":"Agence National de la Recherche","award":["ANR-23-IAS4-0004"],"award-info":[{"award-number":["ANR-23-IAS4-0004"]}]},{"name":"Fundamental Tradeoffs for Information Hiding in Generated Media (DETERMINE)","award":["25-17259K"],"award-info":[{"award-number":["25-17259K"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,17]]},"DOI":"10.1145\/3785353.3815088","type":"proceedings-article","created":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T08:11:30Z","timestamp":1781597490000},"page":"127-137","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Better Inversion of Diffusion Models for Generative Steganography"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-3987-9145","authenticated-orcid":false,"given":"Aur\u00e9lien","family":"Noirault","sequence":"first","affiliation":[{"name":"UMR 9189 CRIStAL, CNRS, Lille, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5768-9713","authenticated-orcid":false,"given":"Tom\u00e1\u0161","family":"Pevn\u00fd","sequence":"additional","affiliation":[{"name":"Artificial Intelligence Center, Czech Technical University, Prague, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2540-1420","authenticated-orcid":false,"given":"Jan","family":"Butora","sequence":"additional","affiliation":[{"name":"UMR 9189 CRIStAL, CNRS, Lille, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5287-5998","authenticated-orcid":false,"given":"Vincent","family":"Itier","sequence":"additional","affiliation":[{"name":"Centre for Digital System, IMT Nord Europe, UMR 9189 CRIStAL, CNRS, Lille, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0873-5872","authenticated-orcid":false,"given":"Patrick","family":"Bas","sequence":"additional","affiliation":[{"name":"UMR 9189 CRIStAL, CNRS, Lille, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,16]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"crossref","unstructured":"Francois Cayre and Patrick Bas. 2008. Kerckhoffs-based embedding security classes for woa data hiding. IEEE Transactions on Information Forensics and Security 3 1 (2008) 1\u201315.","DOI":"10.1109\/TIFS.2007.916006"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"crossref","unstructured":"Fran\u00e7ois Cayre Caroline Fontaine and Teddy Furon. 2005. Watermarking security: theory and practice. IEEE Transactions on signal processing 53 10 (2005) 3976\u20133987.","DOI":"10.1109\/TSP.2005.855418"},{"key":"e_1_3_3_2_4_2","unstructured":"Ingemar\u00a0J Cox Matthew\u00a0L Miller Jeffrey\u00a0A Bloom Jessica Fridrich and Ton Kalker. 2008. Digital watermarking. Morgan Kaufmann Publishers 54 56-59 (2008) 2."},{"key":"e_1_3_3_2_5_2","first-page":"283","volume-title":"International Workshop on Information Hiding","author":"Craver Scott","year":"2008","unstructured":"Scott Craver, Enping Li, Jun Yu, and Idris Atakli. 2008. A supraliminal channel in a videoconferencing application. In International Workshop on Information Hiding. Springer, 283\u2013293."},{"key":"e_1_3_3_2_6_2","volume-title":"Forty-first international conference on machine learning","author":"Esser Patrick","year":"2024","unstructured":"Patrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari, Jonas M\u00fcller, Harry Saini, Yam Levi, Dominik Lorenz, Axel Sauer, Frederic Boesel, et\u00a0al. 2024. Scaling rectified flow transformers for high-resolution image synthesis. In Forty-first international conference on machine learning."},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9781139192903","volume-title":"Steganography in digital media: principles, algorithms, and applications","author":"Fridrich Jessica","year":"2009","unstructured":"Jessica Fridrich. 2009. Steganography in digital media: principles, algorithms, and applications. Cambridge university press."},{"key":"e_1_3_3_2_8_2","first-page":"7069","volume-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition","author":"Hong Seongmin","year":"2024","unstructured":"Seongmin Hong, Kyeonghyun Lee, Suh\u00a0Yoon Jeon, Hyewon Bae, and Se\u00a0Young Chun. 2024. On exact inversion of dpm-solvers. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition. 7069\u20137078."},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"crossref","unstructured":"Xiaoxiao Hu Sheng Li Qichao Ying Wanli Peng Xinpeng Zhang and Zhenxing Qian. 2024. Establishing robust generative image steganography via popular stable diffusion. IEEE Transactions on Information Forensics and Security 19 (2024) 8094\u20138108.","DOI":"10.1109\/TIFS.2024.3444311"},{"key":"e_1_3_3_2_10_2","volume-title":"1st ACM IH&MMSec. Workshop","author":"Huang F.","year":"2013","unstructured":"F. Huang, W. Luo, J. Huang, and Y.-Q. Shi. 2013. Distortion Function Designing for JPEG Steganography with Uncompressed Side-Image. In 1st ACM IH&MMSec. Workshop, W.\u00a0Puech, M.\u00a0Chaumont, J.\u00a0Dittmann, and P.\u00a0Campisi (Eds.). Montpellier, France."},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"crossref","unstructured":"Jingyuan Jiang Zichi Wang Zihan Yuan and Xinpeng Zhang. 2025. Generative image steganography based on text-to-image multimodal generative model. IEEE Transactions on Circuits and Systems for Video Technology (2025).","DOI":"10.1109\/TCSVT.2025.3556892"},{"key":"e_1_3_3_2_12_2","unstructured":"Durk\u00a0P Kingma and Prafulla Dhariwal. 2018. Glow: Generative flow with invertible 1x1 convolutions. Advances in neural information processing systems 31 (2018)."},{"key":"e_1_3_3_2_13_2","volume-title":"2026 IEEE International Conference on Acoustics, Speech, and Signal Processing","author":"Levecque Etienne","year":"2026","unstructured":"Etienne Levecque, Aur\u00e9lien Noirault, Tomas Pevny, Jan Butora, Patrick Bas, and R\u00e9mi Cogranne. 2026. Targeted Pooled latent-space steganalysis applied to generative steganography, with a fix. In 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing. Barcelona, Spain."},{"key":"e_1_3_3_2_14_2","first-page":"12888","volume-title":"International conference on machine learning","author":"Li Junnan","year":"2022","unstructured":"Junnan Li, Dongxu Li, Caiming Xiong, and Steven Hoi. 2022. Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation. In International conference on machine learning. PMLR, 12888\u201312900."},{"key":"e_1_3_3_2_15_2","unstructured":"Dongyang Liu Peng Gao David Liu Ruoyi Du Zhen Li Qilong Wu Xin Jin Sihan Cao Shifeng Zhang Hongsheng Li et\u00a0al. 2025. Decoupled DMD: CFG Augmentation as the Spear Distribution Matching as the Shield. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2511.22677 (2025)."},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"crossref","unstructured":"Dong\u00a0C Liu and Jorge Nocedal. 1989. On the limited memory BFGS method for large scale optimization. Mathematical programming 45 1 (1989) 503\u2013528.","DOI":"10.1007\/BF01589116"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"crossref","unstructured":"Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li and Jun Zhu. 2022. Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps. Advances in neural information processing systems 35 (2022) 5775\u20135787.","DOI":"10.52202\/068431-0418"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"crossref","unstructured":"Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li and Jun Zhu. 2025. Dpm-solver++: Fast solver for guided sampling of diffusion probabilistic models. Machine Intelligence Research 22 4 (2025) 730\u2013751.","DOI":"10.1007\/s11633-025-1562-4"},{"key":"e_1_3_3_2_19_2","first-page":"15912","volume-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision","author":"Pan Zhihong","year":"2023","unstructured":"Zhihong Pan, Riccardo Gherardi, Xiufeng Xie, and Stephen Huang. 2023. Effective real image editing with accelerated iterative diffusion inversion. In Proceedings of the IEEE\/CVF International Conference on Computer Vision. 15912\u201315921."},{"key":"e_1_3_3_2_20_2","first-page":"10684","volume-title":"Proceedings of the IEEE\/CVF conference on computer vision and pattern recognition","author":"Rombach Robin","year":"2022","unstructured":"Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Bj\u00f6rn Ommer. 2022. High-resolution image synthesis with latent diffusion models. In Proceedings of the IEEE\/CVF conference on computer vision and pattern recognition. 10684\u201310695."},{"key":"e_1_3_3_2_21_2","unstructured":"Jiaming Song Chenlin Meng and Stefano Ermon. 2020. Denoising diffusion implicit models. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2010.02502 (2020)."},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"crossref","unstructured":"Th\u00e9o Taburet Patrick Bas Wadih Sawaya and Jessica Fridrich. 2020. Natural steganography in JPEG domain with a linear development pipeline. IEEE Transactions on Information Forensics and Security 16 (2020) 173\u2013186.","DOI":"10.1109\/TIFS.2020.3007354"},{"key":"e_1_3_3_2_23_2","first-page":"1","volume-title":"2025 IEEE International Conference on Multimedia and Expo (ICME)","author":"Yang Haozhong","year":"2025","unstructured":"Haozhong Yang, Hongxia Wang, Jinhe Li, and Fei Zhang. 2025. SDS-TG: Secure Diffusion Steganography in Text-Guided Generative Images. In 2025 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 1\u20136."},{"key":"e_1_3_3_2_24_2","first-page":"12162","volume-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition","author":"Yang Zijin","year":"2024","unstructured":"Zijin Yang, Kai Zeng, Kejiang Chen, Han Fang, Weiming Zhang, and Nenghai Yu. 2024. Gaussian shading: Provable performance-lossless image watermarking for diffusion models. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition. 12162\u201312171."},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","unstructured":"Zhili Zhou Yuecheng Su Jin Li Keping Yu Q.\u00a0M.\u00a0Jonathan Wu Zhangjie Fu and Yunqing Shi. 2023. Secret-to-Image Reversible Transformation for Generative Steganography. IEEE Transactions on Dependable and Secure Computing 20 5 (2023) 4118\u20134134. 10.1109\/TDSC.2022.3217661","DOI":"10.1109\/TDSC.2022.3217661"},{"key":"e_1_3_3_2_26_2","unstructured":"Jiahao Zhu Zixuan Chen Lingxiao Yang Xiaohua Xie and Yi Zhou. 2024. Plug-and-Hide: Provable and Adjustable Diffusion Generative Steganography. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2409.04878 (2024)."}],"event":{"name":"IH&MMSec '26: ACM Workshop on Information Hiding and Multimedia Security","location":"Firenze Italy","acronym":"IH&MMSec '26","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 2026 ACM Workshop on Information Hiding and Multimedia Security"],"original-title":[],"deposited":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T08:16:46Z","timestamp":1781597806000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3785353.3815088"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,16]]},"references-count":25,"alternative-id":["10.1145\/3785353.3815088","10.1145\/3785353"],"URL":"https:\/\/doi.org\/10.1145\/3785353.3815088","relation":{},"subject":[],"published":{"date-parts":[[2026,6,16]]},"assertion":[{"value":"2026-06-16","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}