Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand

9 October 2023

Papers citing "Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand"

45 / 45 papers shown

Title
CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking Yiming Li Kaiying Yan Shuo Shao Tongqing Zhai Shu-Tao Xia Zhan Qin D. Tao AAML 286 0 0 02 Mar 2025
Data Watermarking for Sequential Recommender Systems Sixiao Zhang Cheng Long Wei Yuan Hongxu Chen Hongzhi Yin 95 0 0 20 Nov 2024
SoK: Dataset Copyright Auditing in Machine Learning Systems L. Du Xuanru Zhou M. Chen Chusong Zhang Zhou Su Peng Cheng Jiming Chen Zhikun Zhang MLAU 80 5 0 22 Oct 2024
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 364 4 0 04 Oct 2024
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack Kaiyi Pang Tao Qi Chuhan Wu Minhao Bai Minghu Jiang Yongfeng Huang AAML WaLM 91 3 0 03 May 2024
Label Poisoning is All You Need Rishi Jha J. Hayase Sewoong Oh AAML 46 30 0 29 Oct 2023
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems Hanqing Guo Xun Chen Junfeng Guo Li Xiao Qiben Yan 52 12 0 13 Sep 2023
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training Jianshuo Dong Han Qiu Yiming Li Tianwei Zhang Yuan-Fang Li Zeqi Lai Chao Zhang Shutao Xia AAML 45 13 0 12 Aug 2023
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking Ruixiang Tang Qizhang Feng Ninghao Liu Fan Yang Xia Hu 46 37 0 20 Mar 2023
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency Junfeng Guo Yiming Li Xun Chen Hanqing Guo Lichao Sun Cong Liu AAML MLAU 45 104 0 07 Feb 2023
BackdoorBox: A Python Toolbox for Backdoor Learning Yiming Li Mengxi Ya Yang Bai Yong Jiang Shutao Xia AAML 51 40 0 01 Feb 2023
DEJA VU: Continual Model Generalization For Unseen Domains Chenxi Liu Lixu Wang Lingjuan Lyu Chen Sun Tianlin Li Qi Zhu CLL OOD 73 22 0 25 Jan 2023
Few-shot Backdoor Attacks via Neural Tangent Kernels J. Hayase Sewoong Oh 52 21 0 12 Oct 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 87 104 0 27 Sep 2022
Black-box Dataset Ownership Verification via Backdoor Watermarking Yiming Li Mingyan Zhu Xue Yang Yong Jiang Tao Wei Shutao Xia AAML 55 78 0 04 Aug 2022
Towards a Defense Against Federated Backdoor Attacks Under Continuous Training Shuai Wang J. Hayase Giulia Fanti Sewoong Oh FedML 54 5 0 24 May 2022
PolicyCleanse: Backdoor Detection and Mitigation in Reinforcement Learning Junfeng Guo Ang Li Cong Liu AAML 40 16 0 08 Feb 2022
Backdoor Defense via Decoupling the Training Process Kunzhe Huang Yiming Li Baoyuan Wu Zhan Qin Kui Ren AAML FedML 51 193 0 05 Feb 2022
Few-Shot Backdoor Attacks on Visual Object Tracking Yiming Li Haoxiang Zhong Xingjun Ma Yong Jiang Shutao Xia AAML 64 54 0 31 Jan 2022
AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis Junfeng Guo Ang Li Cong Liu AAML 96 76 0 28 Oct 2021
Adversarial Neuron Pruning Purifies Backdoored Deep Models Dongxian Wu Yisen Wang AAML 81 282 0 27 Oct 2021
Learning to Diversify for Single Domain Generalization Zijian Wang Yadan Luo Ruihong Qiu Zi Huang Mahsa Baktash 92 256 0 26 Aug 2021
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch Hossein Souri Liam H. Fowl Ramalingam Chellappa Micah Goldblum Tom Goldstein SILM 58 128 0 16 Jun 2021
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization Lixu Wang Shichao Xu Ruiqi Xu Tianlin Li Qi Zhu AAML 95 47 0 13 Jun 2021
Neural Mean Discrepancy for Efficient Out-of-Distribution Detection Xin Dong Junfeng Guo Ang Li W. Ting Cong Liu H. T. Kung OODD 70 59 0 23 Apr 2021
SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics J. Hayase Weihao Kong Raghav Somani Sewoong Oh AAML 41 153 0 22 Apr 2021
Backdoor Attack in the Physical World Yiming Li Tongqing Zhai Yong Jiang Zhifeng Li Shutao Xia 52 112 0 06 Apr 2021
Weak Adaptation Learning -- Addressing Cross-domain Data Insufficiency with Weak Annotator Shichao Xu Lixu Wang Yixuan Wang Qi Zhu 40 15 0 15 Feb 2021
Unlearnable Examples: Making Personal Data Unexploitable Hanxun Huang Xingjun Ma S. Erfani James Bailey Yisen Wang MIACV 215 193 0 13 Jan 2021
Input-Aware Dynamic Backdoor Attack A. Nguyen Anh Tran AAML 65 430 0 16 Oct 2020
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking Run Wang Felix Juefei Xu Mengqing Luo Yang Liu Lina Wang 63 75 0 21 Sep 2020
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching Jonas Geiping Liam H. Fowl Wenjie Huang W. Czaja Gavin Taylor Michael Moeller Tom Goldstein AAML 84 219 0 04 Sep 2020
Backdoor Learning: A Survey Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 95 602 0 17 Jul 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Pengyu Cheng Weituo Hao Shuyang Dai Jiachang Liu Zhe Gan Lawrence Carin VLM 54 352 0 22 Jun 2020
Visual Privacy Protection via Mapping Distortion Yiming Li Peidong Liu Yong Jiang Shutao Xia 47 10 0 05 Nov 2019
Deep Leakage from Gradients Ligeng Zhu Zhijian Liu Song Han FedML 92 2,200 0 21 Jun 2019
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Yue Liu Kimberly Lu D. Song AAML SILM 120 1,837 0 15 Dec 2017
Neural Trojans Yuntao Liu Yang Xie Ankur Srivastava AAML 49 353 0 03 Oct 2017
Halftone Image Watermarking by Content Aware Double-sided Embedding Error Diffusion Yuanfang Guo O. Au Rui Wang Lu Fang Xiaochun Cao DiffM 33 27 0 18 Jul 2017
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 238 4,120 0 18 Oct 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
A New PAC-Bayesian Perspective on Domain Adaptation Pascal Germain Amaury Habrard François Laviolette Emilie Morvant 58 64 0 15 Jun 2015
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm Pascal Germain A. Lacasse François Laviolette M. Marchand Jean-Francis Roy 53 142 0 28 Mar 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,330 0 04 Sep 2014
Rényi Divergence and Kullback-Leibler Divergence T. Erven P. Harremoes 79 1,338 0 12 Jun 2012