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How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN

Asia-Pacific Computer Systems Architecture Conference (APCSAC), 2019

5 March 2019

Zheng Li

Papers citing "How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN"

50 / 78 papers shown

Title
EditMark: Watermarking Large Language Models based on Model Editing Shuai Li Kejiang Chen Jun Jiang Jie Zhang Qiyi Yao K. Zeng W. Zhang N. Yu WaLM KELM 153 0 0 18 Oct 2025
SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From Yao Tong Haonan Wang Siquan Li Kenji Kawaguchi Tianyang Hu 73 0 0 30 Sep 2025
CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor Zhenhua Xu Xixiang Zhao Xubin Yue Shengwei Tian C. D. Lin Meng Han 136 2 0 05 Sep 2025
EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint Zhenhua Xu Meng Han Wenpeng Xing 124 3 0 03 Sep 2025
Watermarking Kolmogorov-Arnold Networks for Emerging Networked Applications via Activation Perturbation Chia-Hsun Lu Guan-Jhih Wu Ya-Chi Ho Chih-Ya Shen 40 0 0 08 Aug 2025
Staining and locking computer vision models without retraining Oliver J. Sutton Qinghua Zhou George Leete A. Gorban I. Tyukin WIGM AAML VLM 200 1 0 29 Jul 2025
RAP-SM: Robust Adversarial Prompt via Shadow Models for Copyright Verification of Large Language Models Zhenhua Xu Zhebo Wang Maike Li Wenpeng Xing Chunqiang Hu Chen Zhi Meng Han AAML 226 4 0 08 May 2025
THEMIS: Towards Practical Intellectual Property Protection for Post-Deployment On-Device Deep Learning Models Yujin Huang Zhi Zhang Qingchuan Zhao Lizhen Qu Chunyang Chen 158 1 0 31 Mar 2025
FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint Shuo Shao Haozhe Zhu Hongwei Yao Yiming Li Minlie Huang Zhan Qin AAML 1.0K 6 0 26 Jan 2025
Non-transferable PruningEuropean Conference on Computer Vision (ECCV), 2024 Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 156 3 0 10 Oct 2024
SeqMIA: Sequential-Metric Based Membership Inference Attack Hao Li Zheng Li Siyuan Wu Chengrui Hu Yutong Ye Min Zhang Dengguo Feng Yang Zhang 155 24 0 21 Jul 2024
Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking Zhiyuan Ma Guoli Jia Biqing Qi Bowen Zhou WIGM 300 17 0 18 Jul 2024
Watermarking Recommender Systems Sixiao Zhang Cheng Long Wei Yuan Hongxu Chen Hongzhi Yin AAML 154 1 0 17 Jul 2024
A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model Tianxiu Xie Keke Gai Jing Yu Liehuang Zhu Kim-Kwang Raymond Choo 168 0 0 07 May 2024
Not Just Change the Labels, Learn the Features: Watermarking Deep Neural Networks with Multi-View Data Yuxuan Li Sarthak Kumar Maharana Yunhui Guo AAML 203 1 0 15 Mar 2024
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification Jasper Stang T. Krauß Alexandra Dmitrienko 109 0 0 11 Mar 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection Boyang Peng Sanqing Qu Yong Wu Tianpei Zou Lianghua He Alois Knoll Guang Chen Changjun Jiang AAML 171 4 0 07 Mar 2024
DeepEclipse: How to Break White-Box DNN-Watermarking Schemes Alessandro Pegoraro Carlotta Segna Kavita Kumari Ahmad-Reza Sadeghi AAML 137 2 0 06 Mar 2024
MEA-Defender: A Robust Watermark against Model Extraction AttackIEEE Symposium on Security and Privacy (S&P), 2024 Peizhuo Lv Hualong Ma Kai Chen Jiachen Zhou Shengzhi Zhang Ruigang Liang Shenchen Zhu Pan Li Yingjun Zhang MIACV AAML 284 14 0 26 Jan 2024
Probabilistically Robust Watermarking of Neural NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Mikhail Aleksandrovich Pautov Nikita Bogdanov Stanislav Pyatkin Oleg Y. Rogov Ivan Oseledets AAML 216 6 0 16 Jan 2024
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 239 3 0 11 Dec 2023
Wide Flat Minimum Watermarking for Robust Ownership Verification of GANsIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Jianwei Fei Zhihua Xia B. Tondi Mauro Barni AAML 230 11 0 25 Oct 2023
ClearMark: Intuitive and Robust Model Watermarking via Transposed Model Training T. Krauß Jasper Stang Alexandra Dmitrienko AAML 190 0 0 25 Oct 2023
A Comprehensive Study of Privacy Risks in Curriculum LearningProceedings on Privacy Enhancing Technologies (PoPETs), 2023 Joann Qiongna Chen Xinlei He Zheng Li Yang Zhang Zhou Li 227 2 0 16 Oct 2023
Unbiased Watermark for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 204 87 0 22 Sep 2023
MarkNerf:Watermarking for Neural Radiance Field Lifeng Chen Jia-Wei Liu Yan Ke Wenquan Sun Weina Dong Xiaozhong Pan 145 8 0 21 Sep 2023
When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property ProtectionMachine Learning and Knowledge Extraction (MLKE), 2023 Mohammed Lansari Reda Bellafqira K. Kapusta V. Thouvenot Olivier Bettan Reda Bellafqira FedML 115 28 0 07 Aug 2023
Ownership Protection of Generative Adversarial Networks Hailong Hu Jun Pang AAML 204 1 0 08 Jun 2023
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion ProcessWISE (WISE), 2023 Sen Peng Yufei Chen Cong Wang Xiaohua Jia WIGM 168 15 0 06 Jun 2023
Revisiting Data-Free Knowledge Distillation with Poisoned TeachersInternational Conference on Machine Learning (ICML), 2023 Junyuan Hong Yi Zeng Shuyang Yu Lingjuan Lyu R. Jia Jiayu Zhou AAML 107 13 0 04 Jun 2023
FedCIP: Federated Client Intellectual Property Protection with Traitor Tracking Junchuan Liang Rong Wang FedML 162 19 0 02 Jun 2023
A Survey on ChatGPT: AI-Generated Contents, Challenges, and SolutionsIEEE Open Journal of the Computer Society (JOCS), 2023 Yuntao Wang Yanghe Pan Miao Yan Zhou Su Tom H. Luan 695 223 0 25 May 2023
Generative Model Watermarking Suppressing High-Frequency Artifacts Li Zhang Yong-Jin Liu Xinpeng Zhang Hanzhou Wu AAML 119 2 0 21 May 2023
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and AttacksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Isabell Lederer Rudolf Mayer Andreas Rauber 196 29 0 22 Apr 2023
False Claims against Model Ownership ResolutionUSENIX Security Symposium (USENIX Security), 2023 Jian Liu Rui Zhang S. Szyller Kui Ren Nirmal Asokan AAML MLAU 401 16 0 13 Apr 2023
FedRight: An Effective Model Copyright Protection for Federated LearningComputers & security (Comput. Secur.), 2023 Jinyin Chen Mingjun Li Mingjun Li Haibin Zheng FedML 87 25 0 18 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-Man Cheung Min Lin WIGM 252 144 0 17 Mar 2023
On Function-Coupled Watermarks for Deep Neural NetworksIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2023 Xiangyu Wen Yu Li Weizhen Jiang Qian-Lan Xu AAML 145 1 0 08 Feb 2023
Device-Bind Key-Storageless Hardware AI Model IP Protection: A PUF and Permute-Diffusion Encryption-Enabled Approach Qianqian Pan M. Dong K. Ota Jun Wu 91 7 0 21 Dec 2022
Membership Inference Attacks Against Latent Factor Model Dazhi Hu AAML 138 1 0 15 Dec 2022
AI-driven Mobile Apps: an Explorative StudyJournal of Systems and Software (JSS), 2022 Yinghua Li Xueqi Dang Haoye Tian Tiezhu Sun Zhijie Wang Lei Ma Jacques Klein Tegawende F. Bissyande 94 6 0 03 Dec 2022
Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision Models Jacob Shams Ben Nassi I. Morikawa Toshiya Shimizu A. Shabtai Yuval Elovici AAML 82 1 0 24 Nov 2022
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning ModelIEEE Transactions on Dependable and Secure Computing (TDSC), 2022 Shuo Shao Wenyuan Yang Hanlin Gu Zhan Qin Lixin Fan Qiang Yang Kui Ren FedML 161 53 0 14 Nov 2022
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side BackdooringACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Wenyuan Yang Shuo Shao Yue Yang Xiyao Liu Ximeng Liu Zhihua Xia Gerald Schaefer Hui Fang FedML 137 41 0 14 Nov 2022
DICTION:DynamIC robusT whIte bOx watermarkiNg scheme for deep neural networks Reda Bellafqira Reda Bellafqira 183 7 0 27 Oct 2022
Membership Inference Attacks Against Text-to-image Generation Models Yixin Wu Ning Yu Zheng Li Michael Backes Yang Zhang DiffM 121 77 0 03 Oct 2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning Peizhuo Lv Pan Li Shenchen Zhu Shengzhi Zhang Kai Chen ... Fan Xiang Yuling Cai Hualong Ma Yingjun Zhang Guozhu Meng AAML 176 9 0 08 Sep 2022
Auditing Membership Leakages of Multi-Exit NetworksConference on Computer and Communications Security (CCS), 2022 Zheng Li Yiyong Liu Xinlei He Ning Yu Michael Backes Yang Zhang AAML 147 45 0 23 Aug 2022
DeepHider: A Covert NLP Watermarking Framework Based on Multi-task Learning Long Dai Jiarong Mao Xuefeng Fan Xiaoyi Zhou 107 2 0 09 Aug 2022
Deep Fidelity in DNN Watermarking: A Study of Backdoor Watermarking for Classification ModelsPattern Recognition (Pattern Recogn.), 2022 Guang Hua Andrew Beng Jin Teoh 204 18 0 01 Aug 2022