Neural Network Laundering: Removing Black-Box Backdoor Watermarks from Deep Neural Networks

22 April 2020

Papers citing "Neural Network Laundering: Removing Black-Box Backdoor Watermarks from Deep Neural Networks"

30 / 30 papers shown

Title
Robust GNN Watermarking via Implicit Perception of Topological Invariants Jipeng Li Yannning Shen AAML 73 0 0 29 Oct 2025
An Information Asymmetry Game for Trigger-based DNN Model Watermarking Chaoyue Huang Gejian Zhao Hanzhou Wu Zhihua Xia Asad U. Malik AAML 71 0 0 16 Oct 2025
ChainMarks: Securing DNN Watermark with Cryptographic ChainACM Asia Conference on Computer and Communications Security (AsiaCCS), 2025 Brian Choi Shu Wang Isabelle Choi Kun Sun 349 0 0 08 May 2025
Towards the Resistance of Neural Network Watermarking to Fine-tuning Ling Tang YueFeng Chen Hui Xue Quanshi Zhang 176 1 0 02 May 2025
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection Jijia Yang Sen Peng Xiaohua Jia WIGM 218 0 0 29 Oct 2024
Protecting Deep Learning Model Copyrights with Adversarial Example-Free Reuse Detection Xiaokun Luan Xiyue Zhang Jingyi Wang Meng Sun AAML 239 1 0 04 Jul 2024
DeepEclipse: How to Break White-Box DNN-Watermarking Schemes Alessandro Pegoraro Carlotta Segna Kavita Kumari Ahmad-Reza Sadeghi AAML 149 2 0 06 Mar 2024
Defenses in Adversarial Machine Learning: A Survey Baoyuan Wu Shaokui Wei Mingli Zhu Meixi Zheng Zihao Zhu Ruotong Wang Hongrui Chen Danni Yuan Li Liu Qingshan Liu AAML 274 21 0 13 Dec 2023
Towards Robust Model Watermark via Reducing Parametric VulnerabilityIEEE International Conference on Computer Vision (ICCV), 2023 Guanhao Gan Yiming Li Dongxian Wu Shu-Tao Xia AAML 163 18 0 09 Sep 2023
MDTD: A Multi Domain Trojan Detector for Deep Neural NetworksConference on Computer and Communications Security (CCS), 2023 Arezoo Rajabi Surudhi Asokraj Feng-Shr Jiang Luyao Niu Bhaskar Ramasubramanian J. Ritcey Radha Poovendran AAML 182 3 0 30 Aug 2023
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and AttacksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Isabell Lederer Rudolf Mayer Andreas Rauber 220 29 0 22 Apr 2023
Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer SubstitutionComputer Vision and Pattern Recognition (CVPR), 2023 Yiming Chen Jinyu Tian Xiangyu Chen Jiantao Zhou AAML 159 15 0 21 Mar 2023
Rethinking White-Box Watermarks on Deep Learning Models under Neural Structural ObfuscationUSENIX Security Symposium (USENIX Security), 2023 Yifan Yan Xudong Pan Mi Zhang Min Yang AAML 235 26 0 17 Mar 2023
Selective Amnesia: On Efficient, High-Fidelity and Blind Suppression of Backdoor Effects in Trojaned Machine Learning ModelsIEEE Symposium on Security and Privacy (IEEE S&P), 2022 Rui Zhu Di Tang Siyuan Tang Luyi Xing Haixu Tang AAML FedML 186 14 0 09 Dec 2022
Dormant Neural TrojansInternational Conference on Machine Learning and Applications (ICMLA), 2022 Feisi Fu Panagiota Kiourti Wenchao Li AAML 189 0 0 02 Nov 2022
InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic FeaturesIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022 Mingfu Xue Xin Wang Ying-Chang Wu S. Ni Yushu Zhang Weiqiang Liu 215 5 0 14 Oct 2022
Certified Neural Network Watermarks with Randomized SmoothingInternational Conference on Machine Learning (ICML), 2022 Arpit Bansal Ping Yeh-Chiang Michael J. Curry R. Jain Curtis Wigington Varun Manjunatha John P. Dickerson Tom Goldstein AAML 220 57 0 16 Jul 2022
Cracking White-box DNN Watermarks via Invariant Neuron TransformsKnowledge Discovery and Data Mining (KDD), 2022 Yifan Yan Xudong Pan Yining Wang Mi Zhang Min Yang AAML 127 19 0 30 Apr 2022
Attention Distraction: Watermark Removal Through Continual Learning with Selective ForgettingIEEE International Conference on Multimedia and Expo (ICME), 2022 Qi Zhong L. Zhang Shengshan Hu Longxiang Gao Jun Zhang Yang Xiang WIGM AAML 140 6 0 05 Apr 2022
SoK: How Robust is Image Classification Deep Neural Network Watermarking? (Extended Version)IEEE Symposium on Security and Privacy (IEEE S&P), 2021 Nils Lukas Edward Jiang Xinda Li Florian Kerschbaum AAML 173 112 0 11 Aug 2021
Detect and remove watermark in deep neural networks via generative adversarial networks Haoqi Wang Mingfu Xue Shichang Sun Yushu Zhang Jian Wang Weiqiang Liu AAML 100 13 0 15 Jun 2021
ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse DetectionInternational Symposium on Software Testing and Analysis (ISSTA), 2021 Yan Liang Ziqi Zhang Bingyan Liu Ziyue Yang Yunxin Liu 162 62 0 11 Jun 2021
MISA: Online Defense of Trojaned Models using MisattributionsAsia-Pacific Computer Systems Architecture Conference (ACSA), 2021 Panagiota Kiourti Wenchao Li Anirban Roy Karan Sikka Susmit Jha 193 10 0 29 Mar 2021
Ownership Verification of DNN Architectures via Hardware Cache Side Channels Xiaoxuan Lou Shangwei Guo Jiwei Li Tianwei Zhang 127 12 0 06 Feb 2021
Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and EvaluationsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2020 Mingfu Xue Yushu Zhang Jian Wang Weiqiang Liu 193 67 0 27 Nov 2020
A Systematic Review on Model Watermarking for Neural NetworksFrontiers in Big Data (Front. Big Data), 2020 Franziska Boenisch AAML 214 90 0 25 Sep 2020
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN ModelsInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Shangwei Guo Tianwei Zhang Han Qiu Yi Zeng Tao Xiang Yang Liu AAML 156 37 0 18 Sep 2020
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems Haoliang Li Yufei Wang Xiaofei Xie Yang Liu Shiqi Wang Renjie Wan Lap-Pui Chau City University of Hong Kong AAML 125 39 0 15 Sep 2020
Backdoor Learning: A SurveyIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Yiming Li Yong Jiang Zhifeng Li Shutao Xia AAML 441 728 0 17 Jul 2020
Backdoor Smoothing: Demystifying Backdoor Attacks on Deep Neural NetworksComputers & security (CS), 2020 Kathrin Grosse Taesung Lee Battista Biggio Youngja Park Michael Backes Ian Molloy AAML 147 13 0 11 Jun 2020