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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
SLIP: Securing LLMs IP Using Weights Decomposition Yehonathan Refael Adam Hakim Lev Greenberg T. Aviv S. Lokam Ben Fishman Shachar Seidman 129 5 0 15 Jul 2024
On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks Zesen Liu Tianshuo Cong Xinlei He Qi Li AAML WaLM 117 1 0 05 Jul 2024
Protecting Deep Learning Model Copyrights with Adversarial Example-Free Reuse Detection Xiaokun Luan Xiyue Zhang Jingyi Wang Meng Sun AAML 89 0 0 04 Jul 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 151 2 0 01 Jul 2024
A Fingerprint for Large Language Models Zhiguang Yang Hanzhou Wu 118 10 0 01 Jul 2024
Composite Concept Extraction through Backdooring Banibrata Ghosh Haripriya Harikumar Khoa D. Doan Svetha Venkatesh Santu Rana 95 0 0 19 Jun 2024
Synergizing Foundation Models and Federated Learning: A Survey Shenghui Li Fanghua Ye Meng Fang Jiaxu Zhao Yun-Hin Chan Edith C. -H. Ngai Thiemo Voigt AI4CE 125 7 0 18 Jun 2024
Neural Lineage Runpeng Yu Xinchao Wang 102 4 0 17 Jun 2024
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models Manveer Singh Tamber Jasper Xian Jimmy Lin MLAU SILM 337 2 0 13 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 90 24 0 08 Jun 2024
GENIE: Watermarking Graph Neural Networks for Link Prediction Venkata Sai Pranav Bachina Ankit Gangwal Aaryan Ajay Sharma Charu Sharma 145 2 0 07 Jun 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation Runyi Li Xuanyu Zhang Zhipei Xu Yongbing Zhang Jian Zhang WIGM 88 4 0 26 May 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Xingjun Ma Zuxuan Wu Yu-Gang Jiang VLM 88 1 0 25 May 2024
AuthNet: Neural Network with Integrated Authentication Logic Yuling Cai Fan Xiang Guozhu Meng Yinzhi Cao Kai Chen AAML 108 0 0 24 May 2024
Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark Huali Ren Anli Yan Chong-zhi Gao Hongyang Yan Zhenxin Zhang Jin Li VLM AAML 67 4 0 24 May 2024
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks Boheng Li Yishuo Cai Haowei Li Feng Xue Zhifeng Li Yiming Li MQ AAML 89 21 0 21 May 2024
Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks Haonan An Guang Hua Zhiping Lin Yuguang Fang AAML 68 2 0 16 May 2024
Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution Shuo Shao Yiming Li Hongwei Yao Yiling He Zhan Qin Kui Ren 94 18 0 08 May 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 75 0 0 07 May 2024
Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks Hamed Poursiami Ihsen Alouani Maryam Parsa 84 1 0 07 May 2024
ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models Heng Jin Chaoyu Zhang Shanghao Shi W. Lou Y. T. Hou 54 3 0 03 May 2024
Reliable Model Watermarking: Defending Against Theft without Compromising on Evasion Markus Frey Sichu Liang Wentao Hu Matthias Nau Ju Jia Shilin Wang AAML 89 4 0 21 Apr 2024
TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment Qinfeng Li Zhiqiang Shen Zhenghan Qin Yangfan Xie Xuhong Zhang Tianyu Du Jianwei Yin 69 8 0 17 Apr 2024
Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging Tianshuo Cong Delong Ran Zesen Liu Xinlei He Jinyuan Liu Yichen Gong Qi Li Anyu Wang Xiaoyun Wang MoMe 75 8 0 08 Apr 2024
MisGUIDE : Defense Against Data-Free Deep Learning Model Extraction Mahendra Gurve S. Behera Satyadev Ahlawat Yamuna Prasad MIACV AAML 53 0 0 27 Mar 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 80 0 0 15 Mar 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers Haoyang Liu Aditya Singh Yijiang Li Haohan Wang AAML ViT 130 1 0 15 Mar 2024
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification Jasper Stang T. Krauß Alexandra Dmitrienko 55 0 0 11 Mar 2024
Adversarial Sparse Teacher: Defense Against Distillation-Based Model Stealing Attacks Using Adversarial Examples Eda Yilmaz H. Keles AAML 80 2 0 08 Mar 2024
DeepEclipse: How to Break White-Box DNN-Watermarking Schemes Alessandro Pegoraro Carlotta Segna Kavita Kumari Ahmad-Reza Sadeghi AAML 67 0 0 06 Mar 2024
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning Shen Li Liuyi Yao Jinyang Gao Lan Zhang Yaliang Li 123 13 0 22 Feb 2024
PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep Intellectual Property Protection Enyan Dai Min Lin Suhang Wang 78 3 0 06 Feb 2024
Benchmarking Spiking Neural Network Learning Methods with Varying Locality Jiaqi Lin Sen Lu Malyaban Bal Abhronil Sengupta 63 2 0 01 Feb 2024
MEA-Defender: A Robust Watermark against Model Extraction Attack Peizhuo Lv Hualong Ma Kai Chen Jiachen Zhou Shengzhi Zhang Ruigang Liang Shenchen Zhu Pan Li Yingjun Zhang MIACV AAML 107 8 0 26 Jan 2024
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Ashish Kundu Mingyi Hong Jie Ding WIGM 56 5 0 23 Jan 2024
Probabilistically Robust Watermarking of Neural Networks Mikhail Aleksandrovich Pautov Nikita Bogdanov Stanislav Pyatkin Oleg Y. Rogov Ivan Oseledets AAML 69 5 0 16 Jan 2024
Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning Tianxiu Xie Keke Gai Jing Yu Liehuang Zhu FedML 43 0 0 11 Jan 2024
Find the Lady: Permutation and Re-Synchronization of Deep Neural Networks Carl De Sousa Trias Mihai P. Mitrea Attilio Fiandrotti Marco Cagnazzo Sumanta Chaudhuri Enzo Tartaglione 73 1 0 19 Dec 2023
FlowMur: A Stealthy and Practical Audio Backdoor Attack with Limited Knowledge Jiahe Lan Jie Wang Baochen Yan Zheng Yan Elisa Bertino AAML 103 11 0 15 Dec 2023
Puppy: A Publicly Verifiable Watermarking Protocol Devris Isler Seoyeon Hwang Yoshimichi Nakatsuka Nikolaos Laoutaris Gene Tsudik 44 1 0 14 Dec 2023
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification Bang Wu Lizhen Qu Shuo Wang Qi Li Minhui Xue Shirui Pan 95 8 0 13 Dec 2023
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 90 3 0 11 Dec 2023
SoK: Unintended Interactions among Machine Learning Defenses and Risks Vasisht Duddu S. Szyller Nadarajah Asokan AAML 162 2 0 07 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 151 4 0 07 Dec 2023
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning Shuyang Yu Junyuan Hong Yi Zeng Fei Wang Ruoxi Jia Jiayu Zhou FedML 81 11 0 06 Dec 2023
Robust Backdoor Detection for Deep Learning via Topological Evolution Dynamics Xiaoxing Mo Yechao Zhang Leo Yu Zhang Wei Luo Nan Sun Shengshan Hu Shang Gao Yang Xiang AAML 66 18 0 05 Dec 2023
Watermarking for Neural Radiation Fields by Invertible Neural Network Wenquan Sun Jia-Wei Liu Weina Dong Lifeng Chen Ke Niu 64 1 0 05 Dec 2023
Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction Shuchi Wu Chuan Ma Kang Wei Xiaogang Xu Ming Ding Yuwen Qian Tao Xiang 62 0 0 01 Dec 2023
A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective Xianghua Xie Chen Hu Hanchi Ren Jingjing Deng FedML AAML 102 24 0 27 Nov 2023
Tokenized Model: A Blockchain-Empowered Decentralized Model Ownership Verification Platform Yihao Li Yanyi Lai Tianchi Liao Chuan Chen Zibin Zheng 84 2 0 27 Nov 2023