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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
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature Wenyuan Yang Gongxi Zhu Yuguo Yin Hanlin Gu Lixin Fan Qiang Yang Xiaochun Cao FedML 63 6 0 10 May 2023
FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof Wenyuan Yang Yuguo Yin Gongxi Zhu Hanlin Gu Lixin Fan Xiaochun Cao Qiang Yang FedML 78 9 0 08 May 2023
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning Shengfang Zhai Yinpeng Dong Qingni Shen Shih-Chieh Pu Yuejian Fang Hang Su 73 77 0 07 May 2023
NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation Tong Zhou Yukui Luo Shaolei Ren Xiaolin Xu AAML 94 20 0 28 Apr 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 98 19 0 22 Apr 2023
GrOVe: Ownership Verification of Graph Neural Networks using Embeddings Asim Waheed Vasisht Duddu Nadarajah Asokan 84 10 0 17 Apr 2023
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators Nils Lukas Florian Kerschbaum WIGM 102 24 0 14 Apr 2023
False Claims against Model Ownership Resolution Jian Liu Rui Zhang S. Szyller Kui Ren Nirmal Asokan AAML MLAU 123 12 0 13 Apr 2023
Do Backdoors Assist Membership Inference Attacks? Yumeki Goto Nami Ashizawa Toshiki Shibahara Naoto Yanai MIACV 61 2 0 22 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 80 11 0 21 Mar 2023
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking Ruixiang Tang Qizhang Feng Ninghao Liu Fan Yang Helen Zhou 97 42 0 20 Mar 2023
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection Lianyu Wang Meng Wang Daoqiang Zhang Huazhu Fu 62 18 0 20 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-Man Cheung Min Lin WIGM 103 124 0 17 Mar 2023
Rethinking White-Box Watermarks on Deep Learning Models under Neural Structural Obfuscation Yifan Yan Xudong Pan Mi Zhang Min Yang AAML 153 17 0 17 Mar 2023
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks Jialai Wang Ziyuan Zhang Meiqi Wang Han Qiu Tianwei Zhang Qi Li Zongpeng Li Tao Wei Chao Zhang AAML 93 22 0 27 Feb 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 112 23 0 19 Feb 2023
On Function-Coupled Watermarks for Deep Neural Networks Xiangyu Wen Yu Li Weizhen Jiang Qian-Lan Xu AAML 87 1 0 08 Feb 2023
Protecting Language Generation Models via Invisible Watermarking Xuandong Zhao Yu-Xiang Wang Lei Li WaLM 105 87 0 06 Feb 2023
Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks Zeyu Qin Liuyi Yao Daoyuan Chen Yaliang Li Bolin Ding Minhao Cheng FedML 145 27 0 03 Feb 2023
A Watermark for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 177 510 0 24 Jan 2023
Threats, Vulnerabilities, and Controls of Machine Learning Based Systems: A Survey and Taxonomy Yusuke Kawamoto Kazumasa Miyake K. Konishi Y. Oiwa 64 4 0 18 Jan 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 20 6 0 21 Dec 2022
ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline Haodi Wang Thang Hoang 73 11 0 11 Dec 2022
A Systematic Literature Review On Privacy Of Deep Learning Systems Vishal Jignesh Gandhi Sanchit Shokeen Saloni Koshti PILM 62 1 0 07 Dec 2022
Mixer: DNN Watermarking using Image Mixup Kassem Kallas Teddy Furon WIGM 76 4 0 06 Dec 2022
Federated Learning Attacks and Defenses: A Survey Yao Chen Yijie Gui Hong Lin Wensheng Gan Yongdong Wu FedML 84 31 0 27 Nov 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 34 1 0 24 Nov 2022
DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks Seonhye Park A. Abuadbba Shuo Wang Kristen Moore Yansong Gao Hyoungshick Kim Surya Nepal AAML 53 2 0 24 Nov 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 89 33 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 77 23 0 14 Nov 2022
DICTION:DynamIC robusT whIte bOx watermarkiNg scheme for deep neural networks Reda Bellafqira Gouenou Coatrieux 102 6 0 27 Oct 2022
On the Robustness of Dataset Inference S. Szyller Rui Zhang Enchao Gong Nadarajah Asokan AAML 62 6 0 24 Oct 2022
Unsupervised Non-transferable Text Classification Guangtao Zeng Wei Lu 92 6 0 23 Oct 2022
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks Jiyang Guan Jian Liang Ran He AAML MLAU 111 31 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 79 19 0 14 Oct 2022
Watermarking Pre-trained Language Models with Backdooring Chenxi Gu Chengsong Huang Xiaoqing Zheng Kai-Wei Chang Cho-Jui Hsieh WaLM 58 47 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 132 2 0 14 Oct 2022
Distillation-Resistant Watermarking for Model Protection in NLP Xuandong Zhao Lei Li Yu-Xiang Wang WaLM 134 20 0 07 Oct 2022
Hiding Images in Deep Probabilistic Models Haoyu Chen Linqi Song Zhenxing Qian Xinpeng Zhang Kede Ma AAML 63 10 0 05 Oct 2022
Membership Inference Attacks Against Text-to-image Generation Models Yixin Wu Ning Yu Zheng Li Michael Backes Yang Zhang DiffM 79 68 0 03 Oct 2022
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks Zhi Qin Tan H. P. Wong Chee Seng Chan 66 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 55 5 0 30 Sep 2022
Access Control with Encrypted Feature Maps for Object Detection Models Teru Nagamori Hiroki Ito AprilPyone Maungmaung Hitoshi Kiya 63 2 0 29 Sep 2022
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection Yiming Li Yang Bai Yong Jiang Yong-Liang Yang Shutao Xia Bo Li AAML 140 110 0 27 Sep 2022
Robust and Lossless Fingerprinting of Deep Neural Networks via Pooled Membership Inference Hanzhou Wu 80 2 0 09 Sep 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 86 7 0 08 Sep 2022
Supervised GAN Watermarking for Intellectual Property Protection Jianwei Fei Zhihua Xia B. Tondi Mauro Barni WIGM GAN 189 51 0 07 Sep 2022
Solving the Capsulation Attack against Backdoor-based Deep Neural Network Watermarks by Reversing Triggers Fangqi Li Shilin Wang Yun Zhu AAML 40 1 0 30 Aug 2022
NL2GDPR: Automatically Develop GDPR Compliant Android Application Features from Natural Language F. H. Shezan Yingjie Lao Minlong Peng Xin Wang Mingming Sun Ping Li 47 3 0 29 Aug 2022
An Access Control Method with Secret Key for Semantic Segmentation Models Teru Nagamori Ryota Iijima Hitoshi Kiya 59 0 0 28 Aug 2022