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Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring

13 February 2018

Yossi Adi

Papers citing "Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring"

50 / 370 papers shown

Title
WatME: Towards Lossless Watermarking Through Lexical Redundancy Liang Chen Yatao Bian Yang Deng Deng Cai Shuaiyi Li Peilin Zhao Kam-Fai Wong WaLM 98 8 0 16 Nov 2023
Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring Yuhang Li Yihan Wang Zhouxing Shi Cho-Jui Hsieh WaLM 56 7 0 16 Nov 2023
Watermarking Vision-Language Pre-trained Models for Multi-modal Embedding as a Service Yuanmin Tang Jing Yu Keke Gai Xiangyang Qu Yue Hu Gang Xiong Qi Wu AAML WaLM VLM 65 8 0 10 Nov 2023
Wide Flat Minimum Watermarking for Robust Ownership Verification of GANs Jianwei Fei Zhihua Xia B. Tondi Mauro Barni AAML 91 5 0 25 Oct 2023
ClearMark: Intuitive and Robust Model Watermarking via Transposed Model Training T. Krauß Jasper Stang Alexandra Dmitrienko AAML 109 0 0 25 Oct 2023
Functional Invariants to Watermark Large Transformers Pierre Fernandez Guillaume Couairon Teddy Furon Matthijs Douze 53 10 0 17 Oct 2023
A Comprehensive Study of Privacy Risks in Curriculum Learning Joann Qiongna Chen Xinlei He Zheng Li Yang Zhang Zhou Li 125 2 0 16 Oct 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 46 3 0 15 Oct 2023
Unified High-binding Watermark for Unconditional Image Generation Models Ruinan Ma Yu-an Tan Shangbo Wu Tian Chen Yajie Wang Yuan-zhang Li AAML DiffM WIGM 69 1 0 14 Oct 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders Jan Dubiñski Stanislaw Pawlak Franziska Boenisch Tomasz Trzciñski Adam Dziedzic AAML 52 5 0 12 Oct 2023
Defending Our Privacy With Backdoors Dominik Hintersdorf Lukas Struppek Daniel Neider Kristian Kersting SILM AAML 118 2 0 12 Oct 2023
From Zero to Hero: Detecting Leaked Data through Synthetic Data Injection and Model Querying Biao Wu Qiang Huang Anthony K. H. Tung 37 0 0 06 Oct 2023
StegGuard: Fingerprinting Self-supervised Pre-trained Encoders via Secrets Embeder and Extractor Xingdong Ren Tianxing Zhang Hanzhou Wu Xinpeng Zhang Yinggui Wang Guangling Sun LLMSV 84 0 0 05 Oct 2023
Leveraging Optimization for Adaptive Attacks on Image Watermarks Nils Lukas Abdulrahman Diaa L. Fenaux Florian Kerschbaum AAML WIGM 105 27 0 29 Sep 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 109 58 0 22 Sep 2023
MarkNerf:Watermarking for Neural Radiance Field Lifeng Chen Jia-Wei Liu Yan Ke Wenquan Sun Weina Dong Xiaozhong Pan 74 8 0 21 Sep 2023
ModelGiF: Gradient Fields for Model Functional Distance Mingli Song Zhenxing Xu Sai Wu Gang Chen Mingli Song DiffM 78 5 0 20 Sep 2023
Steganography for Neural Radiance Fields by Backdooring Weina Dong Jia-Wei Liu Yan Ke Lifeng Chen Wenquan Sun Xiaozhong Pan 95 5 0 19 Sep 2023
ZKROWNN: Zero Knowledge Right of Ownership for Neural Networks Nojan Sheybani Zahra Ghodsi Ritvik Kapila F. Koushanfar 60 9 0 13 Sep 2023
Towards Robust Model Watermark via Reducing Parametric Vulnerability Guanhao Gan Yiming Li Dongxian Wu Shu-Tao Xia AAML 56 13 0 09 Sep 2023
Safe and Robust Watermark Injection with a Single OoD Image Shuyang Yu Junyuan Hong Haobo Zhang Haotao Wang Zhangyang Wang Jiayu Zhou WIGM 71 3 0 04 Sep 2023
Towards Code Watermarking with Dual-Channel Transformations Borui Yang Wei Li Liyao Xiang Yue Liu 78 10 0 02 Sep 2023
CodeMark: Imperceptible Watermarking for Code Datasets against Neural Code Completion Models Zhensu Sun Xiaoning Du Fu Song Li Li 130 33 0 28 Aug 2023
RemovalNet: DNN Fingerprint Removal Attacks Hongwei Yao Zhengguang Li Kunzhe Huang Jian Lou Zhan Qin Kui Ren MLAU AAML 76 3 0 23 Aug 2023
Block-Wise Encryption for Reliable Vision Transformer models Hitoshi Kiya Ryota Iijima Teru Nagamori 95 1 0 15 Aug 2023
SSL-Auth: An Authentication Framework by Fragile Watermarking for Pre-trained Encoders in Self-supervised Learning Xiaobei Li Changchun Yin Liyue Zhu Xiaogang Xu Liming Fang Run Wang Chenhao Lin AAML 80 1 0 09 Aug 2023
When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection Mohammed Lansari Reda Bellafqira K. Kapusta V. Thouvenot Olivier Bettan Gouenou Coatrieux FedML 71 21 0 07 Aug 2023
SAKSHI: Decentralized AI Platforms S. Bhat Canhui Chen Zerui Cheng Zhixuan Fang Ashwin Hebbar ... Ranvir Rana Peiyao Sheng Himanshu Tyagi Pramod Viswanath Xuechao Wang 30 4 0 31 Jul 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 83 11 0 29 Jul 2023
Beating Backdoor Attack at Its Own Game Min Liu Alberto L. Sangiovanni-Vincentelli Xiangyu Yue AAML 177 12 0 28 Jul 2023
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks Buse G. A. Tekgul Nadarajah Asokan AAML 57 2 0 27 Jul 2023
Rethinking Backdoor Attacks Alaa Khaddaj Guillaume Leclerc Aleksandar Makelov Kristian Georgiev Hadi Salman Andrew Ilyas Aleksander Madry SILM 76 29 0 19 Jul 2023
Co(ve)rtex: ML Models as storage channels and their (mis-)applications Md Abdullah Al Mamun Quazi Mishkatul Alam Erfan Shayegani Pedram Zaree Ihsen Alouani Nael B. Abu-Ghazaleh 72 0 0 17 Jul 2023
Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems Debopam Sanyal Jui-Tse Hung Manavi Agrawal Prahlad Jasti Shahab Nikkhoo S. Jha Tianhao Wang Sibin Mohan Alexey Tumanov 92 0 0 03 Jul 2023
OVLA: Neural Network Ownership Verification using Latent Watermarks Feisi Fu Wenchao Li AAML 133 1 0 15 Jun 2023
Ownership Protection of Generative Adversarial Networks Hailong Hu Jun Pang AAML 70 1 0 08 Jun 2023
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models Changhoon Kim Kyle Min Maitreya Patel Sheng Cheng Yezhou Yang WIGM 116 30 0 07 Jun 2023
Don't trust your eyes: on the (un)reliability of feature visualizations Robert Geirhos Roland S. Zimmermann Blair Bilodeau Wieland Brendel Been Kim FAtt OOD 125 31 0 07 Jun 2023
Extracting Cloud-based Model with Prior Knowledge Songtao Zhao Kangjie Chen Meng Hao Jian Zhang Guowen Xu Hongwei Li Tianwei Zhang AAML MIACV SILM MLAU SLR 111 5 0 07 Jun 2023
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process Sen Peng Yufei Chen Cong Wang Xiaohua Jia WIGM 77 12 0 06 Jun 2023
FedCIP: Federated Client Intellectual Property Protection with Traitor Tracking Junchuan Liang Rong Wang FedML 84 14 0 02 Jun 2023
NaturalFinger: Generating Natural Fingerprint with Generative Adversarial Networks Kan Yang Kunhao Lai AAML 81 0 0 29 May 2023
Single-Model Attribution of Generative Models Through Final-Layer Inversion M. Laszkiewicz Jonas Ricker Johannes Lederer Asja Fischer 113 3 0 26 May 2023
A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutions Yuntao Wang Yanghe Pan Miao Yan Zhou Su Tom H. Luan 96 168 0 25 May 2023
Watermarking Diffusion Model Yugeng Liu Zheng Li Michael Backes Yun Shen Yang Zhang WIGM 84 36 0 21 May 2023
Generative Model Watermarking Suppressing High-Frequency Artifacts Li Zhang Yong-Jin Liu Xinpeng Zhang Hanzhou Wu AAML 77 2 0 21 May 2023
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models Yihao Huang Felix Juefei Xu Qing Guo Jie M. Zhang Yutong Wu Ming Hu Tianlin Li Geguang Pu Yang Liu DiffM 117 31 0 18 May 2023
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark Wenjun Peng Jingwei Yi Fangzhao Wu Shangxi Wu Bin Zhu Lingjuan Lyu Binxing Jiao Tongye Xu Guangzhong Sun Xing Xie WaLM 75 66 0 17 May 2023
DNN-Defender: An in-DRAM Deep Neural Network Defense Mechanism for Adversarial Weight Attack Ranyang Zhou Sabbir Ahmed Adnan Siraj Rakin Shaahin Angizi AAML 85 1 0 14 May 2023
Decision-based iterative fragile watermarking for model integrity verification Z. Yin Heng Yin Hang Su Xinpeng Zhang Zhenzhe Gao AAML 107 3 0 13 May 2023