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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
Watermarking LLM-Generated Datasets in Downstream Tasks Y. Liu Tianshuo Cong Michael Backes Zheng Li Yang Zhang WaLM 47 0 0 16 Jun 2025
Watermarking Quantum Neural Networks Based on Sample Grouped and Paired Training Limengnan Zhou Hanzhou Wu 12 0 0 15 Jun 2025
TED-LaST: Towards Robust Backdoor Defense Against Adaptive Attacks Xiaoxing Mo Y. Cheng Nan Sun L. Zhang Wei Luo Shang Gao AAML 103 0 0 12 Jun 2025
CHIP: Chameleon Hash-based Irreversible Passport for Robust Deep Model Ownership Verification and Active Usage Control Chaohui Xu Qi Cui Chip-Hong Chang 30 0 0 30 May 2025
Ownership Verification of DNN Models Using White-Box Adversarial Attacks with Specified Probability Manipulation Teruki Sano Minoru Kuribayashi Masao Sakai Shuji Ishobe Eisuke Koizumi AAML 28 0 0 23 May 2025
Traceable Black-box Watermarks for Federated Learning Jiahao Xu Rui Hu Olivera Kotevska Zikai Zhang FedML 80 0 0 19 May 2025
MorphMark: Flexible Adaptive Watermarking for Large Language Models Zongqi Wang Tianle Gu Baoyuan Wu Yujiu Yang WaLM 122 0 0 14 May 2025
ChainMarks: Securing DNN Watermark with Cryptographic Chain Brian Choi Shu Wang Isabelle Choi Kun Sun 88 0 0 08 May 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 101 0 0 08 May 2025
Towards the Resistance of Neural Network Watermarking to Fine-tuning Ling Tang YueFeng Chen Hui Xue Quanshi Zhang 69 0 0 02 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 70 0 0 31 Mar 2025
Hiding Images in Diffusion Models by Editing Learned Score Functions Haoyu Chen Yunqiao Yang Nan Zhong Kede Ma DiffM 135 0 0 24 Mar 2025
CEFW: A Comprehensive Evaluation Framework for Watermark in Large Language Models Shuhao Zhang B. Cheng Jiale Han Yuli Chen Zhixuan Wu Changbao Li Pingli Gu WaLM 128 0 0 24 Mar 2025
Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising Yongli Xiang Ziming Hong Lina Yao Dadong Wang Tongliang Liu AAML 97 1 0 21 Mar 2025
Security and Real-time FPGA integration for Learned Image Compression Alaa Mazouz Carl De Sousa Tria Sumanta Chaudhuri Attilio Fiandrotti Marco Cagnanzzo Mihai P. Mitrea Enzo Tartaglione 74 1 0 06 Mar 2025
Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal Haonan An Guang Hua Zhengru Fang Guowen Xu Susanto Rahardja Yuguang Fang AAML 139 0 0 28 Feb 2025
Ten Challenging Problems in Federated Foundation Models Tao Fan Hanlin Gu Xuemei Cao Chee Seng Chan Qian Chen ... Yu Zhang Xiaojin Zhang Zhenzhe Zheng Lixin Fan Qiang Yang FedML 178 8 0 14 Feb 2025
Protecting Intellectual Property of EEG-based Neural Networks with Watermarking Ahmed Abdelaziz Ahmed Fathi Ahmed Fares 123 0 0 09 Feb 2025
Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting Data Huawei Lin Jun Woo Chung Yingjie Lao Weijie Zhao 77 0 0 03 Feb 2025
FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint Shuo Shao Haozhe Zhu Hongwei Yao Yiming Li Tianwei Zhang Zhan Qin Kui Ren AAML 480 0 0 26 Jan 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 AAML MIACV 150 0 0 16 Jan 2025
HuRef: HUman-REadable Fingerprint for Large Language Models Boyi Zeng Cheng Zhou Yuncong Hu Yi Xu Chenghu Zhou Xiang Wang Yu Yu Zhouhan Lin 139 12 0 08 Jan 2025
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation Anh Tu Ngo Chuan Song Heng Nandish Chattopadhyay Anupam Chattopadhyay AAML 464 1 0 06 Jan 2025
A Game Between the Defender and the Attacker for Trigger-based Black-box Model Watermarking Chaoyue Huang Hanzhou Wu 58 0 0 03 Jan 2025
Sample Correlation for Fingerprinting Deep Face Recognition Jiyang Guan Jian Liang Yanbo Wang Ran He AAML 154 0 0 31 Dec 2024
BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks Yi Hao Puah Anh Tu Ngo Nandish Chattopadhyay Anupam Chattopadhyay AAML 85 0 0 14 Dec 2024
Towards Data Governance of Frontier AI Models Jason Hausenloy Duncan McClements Madhavendra Thakur 127 2 0 05 Dec 2024
Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Satoru Koda I. Morikawa AAML 137 0 0 20 Nov 2024
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Kui Ren Ziqi Yang Li Lu Enchao Gong Yiming Li Jie Wan Xiaodi Zhao Xianheng Feng Shuo Shao 204 5 0 18 Nov 2024
A Survey on Adversarial Machine Learning for Code Data: Realistic Threats, Countermeasures, and Interpretations Yulong Yang Haoran Fan Chenhao Lin Qian Li Zhengyu Zhao Chao Shen Xiaohong Guan AAML 78 0 0 12 Nov 2024
Oblivious Defense in ML Models: Backdoor Removal without Detection S. Goldwasser Jonathan Shafer Neekon Vafa Vinod Vaikuntanathan AAML 47 3 0 05 Nov 2024
DeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models Haifeng Sun Lan Zhang Xiang-Yang Li 97 0 0 01 Nov 2024
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection Jijia Yang Sen Peng Xiaohua Jia WIGM 103 0 0 29 Oct 2024
Fingerprints of Super Resolution Networks Jeremy Vonderfecht Feng Liu 73 1 0 29 Oct 2024
FedGMark: Certifiably Robust Watermarking for Federated Graph Learning Yuxin Yang Qiang Li Yuan Hong Binghui Wang AAML FedML 54 2 0 23 Oct 2024
NSmark: Null Space Based Black-box Watermarking Defense Framework for Language Models Haodong Zhao Jinming Hu Peixuan Li Fangqi Li Jinrui Sha Peixuan Chen Zhuosheng Zhang Gongshen Liu Gongshen Liu AAML 50 0 0 16 Oct 2024
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning Wassim Bouaziz El-Mahdi El-Mhamdi Nicolas Usunier TDI AAML 81 4 0 09 Oct 2024
Watermarking Decision Tree Ensembles Stefano Calzavara Lorenzo Cazzaro Donald Gera S. Orlando WaLM 42 0 0 06 Oct 2024
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 466 5 0 04 Oct 2024
IDEA: An Inverse Domain Expert Adaptation Based Active DNN IP Protection Method Chaohui Xu Qi Cui Jinxin Dong Weiyang He Chip-Hong Chang AAML 94 2 0 29 Sep 2024
Trigger-Based Fragile Model Watermarking for Image Transformation Networks Preston K. Robinette Dung T. Nguyen Samuel Sasaki Taylor T. Johnson WIGM 54 0 0 28 Sep 2024
Proactive Schemes: A Survey of Adversarial Attacks for Social Good Vishal Asnani Xi Yin Xiaoming Liu AAML 143 1 0 24 Sep 2024
Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine? Likun Zhang Hao Wu Lefei Zhang Fengyuan Xu Jin Cao Fenghua Li Ben Niu TDI 51 1 0 24 Sep 2024
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective Aoting Hu Yanzhi Chen Renjie Xie Adrian Weller 82 0 0 10 Sep 2024
WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking Carl De Sousa Trias Mihai P. Mitrea Attilio Fiandrotti Marco Cagnazzo Sumanta Chaudhuri Enzo Tartaglione AAML 63 1 0 05 Sep 2024
NoiseAttack: An Evasive Sample-Specific Multi-Targeted Backdoor Attack Through White Gaussian Noise Abdullah Arafat Miah Kaan Icer Resit Sendag Yu Bi AAML DiffM 73 1 0 03 Sep 2024
Say No to Freeloader: Protecting Intellectual Property of Your Deep Model Lianyu Wang Ming Wang Huazhu Fu Daoqiang Zhang 86 3 0 23 Aug 2024
Revocable Backdoor for Deep Model Trading Yiran Xu Nan Zhong Zhenxing Qian Xinpeng Zhang AAML 79 0 0 01 Aug 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 109 13 0 18 Jul 2024
Watermarking Recommender Systems Sixiao Zhang Cheng Long Wei Yuan Hongxu Chen Hongzhi Yin AAML 67 0 0 17 Jul 2024