Embedding Watermarks into Deep Neural Networks

15 January 2017

Shiníchi Satoh

Papers citing "Embedding Watermarks into Deep Neural Networks"

50 / 102 papers shown

Title
ChainMarks: Securing DNN Watermark with Cryptographic Chain Brian Choi Shu Wang Isabelle Choi Kun Sun 46 0 0 08 May 2025
Towards the Resistance of Neural Network Watermarking to Fine-tuning Ling Tang YueFeng Chen Hui Xue Quanshi Zhang 40 0 0 02 May 2025
Ten Challenging Problems in Federated Foundation Models Tao Fan Hanlin Gu Xuemei Cao Chee Seng Chan Qian Chen ... Y. Zhang Xiaojin Zhang Zhenzhe Zheng Lixin Fan Qiang Yang FedML 89 4 0 14 Feb 2025
Neural Honeytrace: A Robust Plug-and-Play Watermarking Framework against Model Extraction Attacks Yixiao Xu Binxing Fang Rui Wang Yinghai Zhou S. Ji Yuan Liu Mohan Li Zhihong Tian MIACV AAML 68 0 0 20 Jan 2025
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation Anh Tu Ngo Chuan Song Heng Nandish Chattopadhyay Anupam Chattopadhyay AAML 195 0 0 06 Jan 2025
Watermarking Decision Tree Ensembles Stefano Calzavara Lorenzo Cazzaro Donald Gera S. Orlando WaLM 35 0 0 06 Oct 2024
Optimizing Adaptive Attacks against Watermarks for Language Models Abdulrahman Diaa Toluwani Aremu Nils Lukas AAML 41 2 0 03 Oct 2024
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective Aoting Hu Yanzhi Chen Renjie Xie Adrian Weller 38 0 0 10 Sep 2024
DeepiSign-G: Generic Watermark to Stamp Hidden DNN Parameters for Self-contained Tracking A. Abuadbba Nicholas Rhodes Kristen Moore Bushra Sabir Shuo Wang Yansong Gao AAML 35 2 0 01 Jul 2024
Neural Lineage Runpeng Yu Xinchao Wang 38 4 0 17 Jun 2024
Evaluating Durability: Benchmark Insights into Multimodal Watermarking Jielin Qiu William Jongwon Han Xuandong Zhao Shangbang Long Christos Faloutsos Lei Li 65 1 0 06 Jun 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Xingjun Ma Zuxuan Wu Yu-Gang Jiang VLM 50 1 0 25 May 2024
Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks Hamed Poursiami Ihsen Alouani Maryam Parsa 42 1 0 07 May 2024
Adversarial Sparse Teacher: Defense Against Distillation-Based Model Stealing Attacks Using Adversarial Examples Eda Yilmaz H. Keles AAML 21 2 0 08 Mar 2024
RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection Yang Xu Yunlin Tan Cheng Zhang Kai Chi Peng Sun Wenyuan Yang Ju Ren Hongbo Jiang Yaoxue Zhang FedML 60 3 0 29 Feb 2024
GanFinger: GAN-Based Fingerprint Generation for Deep Neural Network Ownership Verification Huali Ren Anli Yan Xiaojun Ren Peigen Ye Chong-zhi Gao Zhili Zhou Jin Li 20 0 0 25 Dec 2023
Hiding Functions within Functions: Steganography by Implicit Neural Representations Jia-Wei Liu Peng Luo Yan Ke Dang Qian Zhang Minqing Mu Dejun GAN 45 4 0 07 Dec 2023
A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective Xianghua Xie Chen Hu Hanchi Ren Jingjing Deng FedML AAML 50 19 0 27 Nov 2023
Turn Passive to Active: A Survey on Active Intellectual Property Protection of Deep Learning Models Mingfu Xue Leo Yu Zhang Yushu Zhang Weiqiang Liu AAML AI4CE 20 2 0 15 Oct 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders Jan Dubiñski Stanislaw Pawlak Franziska Boenisch Tomasz Trzciñski Adam Dziedzic AAML 29 3 0 12 Oct 2023
Adaptive White-Box Watermarking with Self-Mutual Check Parameters in Deep Neural Networks Zhenzhe Gao Z. Yin Hongjian Zhan Heng Yin Yue Lu AAML 23 0 0 22 Aug 2023
A Brief Yet In-Depth Survey of Deep Learning-Based Image Watermarking Xin Zhong A. Das Fahad Alrasheedi A. Tanvir 30 2 0 08 Aug 2023
What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Network Zi-Shun Huang Boheng Li Yan Cai Run Wang Shangwei Guo Liming Fang Jing Chen Lina Wang 38 11 0 29 Jul 2023
Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust Yuxin Wen John Kirchenbauer Jonas Geiping Tom Goldstein WIGM 57 102 0 31 May 2023
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks Isabell Lederer Rudolf Mayer Andreas Rauber 29 19 0 22 Apr 2023
GrOVe: Ownership Verification of Graph Neural Networks using Embeddings Asim Waheed Vasisht Duddu Nadarajah Asokan 35 9 0 17 Apr 2023
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators Nils Lukas Florian Kerschbaum WIGM 29 21 0 14 Apr 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 29 177 0 27 Mar 2023
Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution Yiming Chen Jinyu Tian Xiangyu Chen Jiantao Zhou AAML 34 10 0 21 Mar 2023
High-frequency Matters: An Overwriting Attack and defense for Image-processing Neural Network Watermarking Huajie Chen Tianqing Zhu Chi Liu Shui Yu Wanlei Zhou AAML 29 3 0 17 Feb 2023
On Function-Coupled Watermarks for Deep Neural Networks Xiangyu Wen Yu Li Weizhen Jiang Qian-Lan Xu AAML 28 1 0 08 Feb 2023
Deep Learning model integrity checking mechanism using watermarking technique Shahinul Hoque Farhin Farhad Riya Jinyuan Stella Sun Jinyuan Sun AAML 26 1 0 29 Jan 2023
Threats, Vulnerabilities, and Controls of Machine Learning Based Systems: A Survey and Taxonomy Yusuke Kawamoto Kazumasa Miyake K. Konishi Y. Oiwa 24 4 0 18 Jan 2023
Mixer: DNN Watermarking using Image Mixup Kassem Kallas Teddy Furon WIGM 12 3 0 06 Dec 2022
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model Shuo Shao Wenyuan Yang Hanlin Gu Zhan Qin Lixin Fan Qiang Yang Kui Ren FedML 29 29 0 14 Nov 2022
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring Wenyuan Yang Shuo Shao Yue Yang Xiyao Liu Ximeng Liu Zhihua Xia Gerald Schaefer Hui Fang FedML 14 21 0 14 Nov 2022
DICTION:DynamIC robusT whIte bOx watermarkiNg scheme for deep neural networks Reda Bellafqira Gouenou Coatrieux 24 5 0 27 Oct 2022
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks Jiyang Guan Jian Liang Ran He AAML MLAU 50 29 0 21 Oct 2022
Free Fine-tuning: A Plug-and-Play Watermarking Scheme for Deep Neural Networks Run Wang Jixing Ren Boheng Li Tianyi She Wenhui Zhang Liming Fang Jing Chen Chao Shen Lina Wang WIGM 32 16 0 14 Oct 2022
InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features Mingfu Xue Xin Wang Ying-Chang Wu S. Ni Yushu Zhang Weiqiang Liu 24 2 0 14 Oct 2022
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks Zhi Qin Tan H. P. Wong Chee Seng Chan 25 1 0 03 Oct 2022
Generative Model Watermarking Based on Human Visual System Li Zhang Yong-Jin Liu Shaoteng Liu Tianshu Yang Yexin Wang Xinpeng Zhang Han-Yan Wu 29 4 0 30 Sep 2022
Access Control with Encrypted Feature Maps for Object Detection Models Teru Nagamori Hiroki Ito AprilPyone Maungmaung Hitoshi Kiya 19 2 0 29 Sep 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 188 72 0 19 Sep 2022
An Access Control Method with Secret Key for Semantic Segmentation Models Teru Nagamori Ryota Iijima Hitoshi Kiya 24 0 0 28 Aug 2022
Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation Tzu-Yun Chien Chih-Ya Shen AAML 23 0 0 10 Aug 2022
AWEncoder: Adversarial Watermarking Pre-trained Encoders in Contrastive Learning Tianxing Zhang Hanzhou Wu Xiaofeng Lu Guangling Sun AAML 27 4 0 08 Aug 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 31 21 0 12 Jul 2022
Integrity Authentication in Tree Models Weijie Zhao Yingjie Lao Ping Li 59 5 0 30 May 2022
VeriFi: Towards Verifiable Federated Unlearning Xiangshan Gao Xingjun Ma Jingyi Wang Youcheng Sun Bo Li S. Ji Peng Cheng Jiming Chen MU 73 46 0 25 May 2022