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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
SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning Vasisht Duddu S. Szyller Nadarajah Asokan 76 13 0 04 Dec 2021
An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences Wei Guo B. Tondi Mauro Barni AAML 110 71 0 16 Nov 2021
You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership Xuxi Chen Tianlong Chen Zhenyu Zhang Zhangyang Wang WIGM 77 23 0 30 Oct 2021
Watermarking Graph Neural Networks based on Backdoor Attacks Jing Xu Stefanos Koffas Oguzhan Ersoy S. Picek AAML 87 32 0 21 Oct 2021
Speech Pattern based Black-box Model Watermarking for Automatic Speech Recognition Haozhe Chen Weiming Zhang Kunlin Liu Kejiang Chen Han Fang Nenghai Yu 37 4 0 19 Oct 2021
Don't Knock! Rowhammer at the Backdoor of DNN Models M. Tol Saad Islam Andrew J. Adiletta B. Sunar Ziming Zhang AAML 88 18 0 14 Oct 2021
Sound and Complete Neural Network Repair with Minimality and Locality Guarantees Feisi Fu Wenchao Li KELM AAML 98 26 0 14 Oct 2021
Fingerprinting Multi-exit Deep Neural Network Models via Inference Time Tian Dong Han Qiu Tianwei Zhang Jiwei Li Hewu Li Jialiang Lu AAML 74 8 0 07 Oct 2021
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning Ren Wang Zhe Xu Alfred Hero 66 0 0 06 Oct 2021
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 137 16 0 20 Sep 2021
Protect the Intellectual Property of Dataset against Unauthorized Use Mingfu Xue Yinghao Wu Yushu Zhang Jian Wang Weiqiang Liu 140 4 0 16 Sep 2021
Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models Hiroki Ito Maungmaung Aprilpyone Hitoshi Kiya 60 5 0 03 Sep 2021
Excess Capacity and Backdoor Poisoning N. Manoj Avrim Blum SILM AAML 83 24 0 02 Sep 2021
A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access Maungmaung Aprilpyone Hitoshi Kiya 54 5 0 01 Sep 2021
Guarding Machine Learning Hardware Against Physical Side-Channel Attacks Anuj Dubey Rosario Cammarota Vikram B. Suresh Aydin Aysu AAML 81 32 0 01 Sep 2021
Quantization Backdoors to Deep Learning Commercial Frameworks Hua Ma Huming Qiu Yansong Gao Zhi-Li Zhang A. Abuadbba Minhui Xue Anmin Fu Jiliang Zhang S. Al-Sarawi Derek Abbott MQ 124 21 0 20 Aug 2021
Regulating Ownership Verification for Deep Neural Networks: Scenarios, Protocols, and Prospects Fangqi Li Shi-Lin Wang Alan Wee-Chung Liew 41 8 0 20 Aug 2021
TRAPDOOR: Repurposing backdoors to detect dataset bias in machine learning-based genomic analysis Esha Sarkar Michail Maniatakos 107 4 0 14 Aug 2021
SoK: How Robust is Image Classification Deep Neural Network Watermarking? (Extended Version) Nils Lukas Edward Jiang Xinda Li Florian Kerschbaum AAML 117 92 0 11 Aug 2021
Exploring Structure Consistency for Deep Model Watermarking Jie Zhang Dongdong Chen Jing Liao Han Fang Zehua Ma Weiming Zhang G. Hua Nenghai Yu AAML 60 4 0 05 Aug 2021
Structural Watermarking to Deep Neural Networks via Network Channel Pruning Xiangyu Zhao Yinzhe Yao Hanzhou Wu Xinpeng Zhang AAML 120 25 0 19 Jul 2021
HODA: Hardness-Oriented Detection of Model Extraction Attacks A. M. Sadeghzadeh Amir Mohammad Sobhanian F. Dehghan R. Jalili MIACV 75 7 0 21 Jun 2021
Fingerprinting Image-to-Image Generative Adversarial Networks Guanlin Li Guowen Xu Han Qiu Shangwei Guo Run Wang Jiwei Li Tianwei Zhang Rongxing Lu WIGM 65 0 0 19 Jun 2021
Evaluating the Robustness of Trigger Set-Based Watermarks Embedded in Deep Neural Networks Suyoung Lee Wonho Song Suman Jana M. Cha Sooel Son AAML 82 15 0 18 Jun 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 68 12 0 15 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 111 48 0 13 Jun 2021
ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection Yan Liang Ziqi Zhang Bingyan Liu Ziyue Yang Yunxin Liu 69 53 0 11 Jun 2021
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution Fanchao Qi Yuan Yao Sophia Xu Zhiyuan Liu Maosong Sun SILM 75 132 0 11 Jun 2021
A Protection Method of Trained CNN Model with Secret Key from Unauthorized Access AprilPyone Maungmaung Hitoshi Kiya 47 22 0 31 May 2021
AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption Mingfu Xue Zhiyu Wu Jian Wang Yushu Zhang Weiqiang Liu AAML 67 29 0 28 May 2021
High-Robustness, Low-Transferability Fingerprinting of Neural Networks Siyue Wang Xiao Wang Pin-Yu Chen Pu Zhao Xue Lin AAML 69 2 0 14 May 2021
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things Huming Qiu Hua Ma Zhi-Li Zhang Yifeng Zheng Anmin Fu Pan Zhou Yansong Gao Derek Abbott S. Al-Sarawi MQ 88 10 0 09 May 2021
Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks Charles Jin Melinda Sun Martin Rinard AAML 16 6 0 08 May 2021
Towards Practical Watermark for Deep Neural Networks in Federated Learning Fangqi Li Shi-Lin Wang Alan Wee-Chung Liew FedML 60 12 0 07 May 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 126 58 0 29 Apr 2021
Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Models S. Szyller Vasisht Duddu Tommi Gröndahl Nirmal Asokan MIACV 74 2 0 26 Apr 2021
Dataset Inference: Ownership Resolution in Machine Learning Pratyush Maini Mohammad Yaghini Nicolas Papernot FedML 150 110 0 21 Apr 2021
Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images Shichang Sun Mingfu Xue Jian Wang Weiqiang Liu AAML 44 21 0 19 Apr 2021
Reversible Watermarking in Deep Convolutional Neural Networks for Integrity Authentication Xiquan Guan Huamin Feng Weiming Zhang Hang Zhou Jie Zhang Nenghai Yu AAML 68 60 0 09 Apr 2021
Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key Maungmaung Aprilpyone Hitoshi Kiya 106 18 0 09 Apr 2021
HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks Peizhuo Lv Pan Li Shengzhi Zhang Kai Chen Ruigang Liang Yue Zhao Yingjiu Li AAML 27 5 0 25 Mar 2021
A survey of deep neural network watermarking techniques Yue Li Hongxia Wang Mauro Barni 127 148 0 16 Mar 2021
Automatically Lock Your Neural Networks When You're Away Ge Ren Jun Wu Gaolei Li Shenghong Li 18 0 0 15 Mar 2021
Proof-of-Learning: Definitions and Practice Hengrui Jia Mohammad Yaghini Christopher A. Choquette-Choo Natalie Dullerud Anvith Thudi Varun Chandrasekaran Nicolas Papernot AAML 84 106 0 09 Mar 2021
Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency Mohammad Mehdi Yadollahi Farzaneh Shoeleh Sajjad Dadkhah Ali A. Ghorbani AAML 49 11 0 09 Mar 2021
Deep Model Intellectual Property Protection via Deep Watermarking Jie Zhang Dongdong Chen Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu 121 107 0 08 Mar 2021
Don't Forget to Sign the Gradients! Omid Aramoon Pin-Yu Chen Gang Qu 55 5 0 05 Mar 2021
Transfer Learning-Based Model Protection With Secret Key Maungmaung Aprilpyone Hitoshi Kiya FedML 41 5 0 05 Mar 2021
ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples Mingfu Xue Shichang Sun Can He Yushu Zhang Jian Wang Weiqiang Liu AAML 91 8 0 02 Mar 2021
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack Ding Sheng Ong Chee Seng Chan KamWoh Ng Lixin Fan Qiang Yang AAML 71 72 0 08 Feb 2021