Adversarial Frontier Stitching for Remote Neural Network Watermarking

6 November 2017

Erwan Le Merrer

Gilles Trédan

Papers citing "Adversarial Frontier Stitching for Remote Neural Network Watermarking"

50 / 54 papers shown

Title
ChainMarks: Securing DNN Watermark with Cryptographic Chain Brian Choi Shu Wang Isabelle Choi Kun Sun 46 0 0 08 May 2025
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation Anh Tu Ngo Chuan Song Heng Nandish Chattopadhyay Anupam Chattopadhyay AAML 136 0 0 06 Jan 2025
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective Aoting Hu Yanzhi Chen Renjie Xie Adrian Weller 38 0 0 10 Sep 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 35 2 0 01 Jul 2024
Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks Hamed Poursiami Ihsen Alouani Maryam Parsa 40 1 0 07 May 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers Haoyang Liu Aditya Singh Yijiang Li Haohan Wang AAML ViT 36 1 0 15 Mar 2024
StegGuard: Fingerprinting Self-supervised Pre-trained Encoders via Secrets Embeder and Extractor Xingdong Ren Tianxing Zhang Hanzhou Wu Xinpeng Zhang Yinggui Wang Guangling Sun LLMSV 21 0 0 05 Oct 2023
What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Network Zi-Shun Huang Boheng Li Yan Cai Run Wang Shangwei Guo Liming Fang Jing Chen Lina Wang 38 11 0 29 Jul 2023
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks Isabell Lederer Rudolf Mayer Andreas Rauber 24 19 0 22 Apr 2023
GrOVe: Ownership Verification of Graph Neural Networks using Embeddings Asim Waheed Vasisht Duddu Nadarajah Asokan 35 9 0 17 Apr 2023
Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution Yiming Chen Jinyu Tian Xiangyu Chen Jiantao Zhou AAML 34 10 0 21 Mar 2023
On Function-Coupled Watermarks for Deep Neural Networks Xiangyu Wen Yu Li Weizhen Jiang Qian-Lan Xu AAML 23 1 0 08 Feb 2023
Deep Learning model integrity checking mechanism using watermarking technique Shahinul Hoque Farhin Farhad Riya Jinyuan Stella Sun Jinyuan Sun AAML 24 1 0 29 Jan 2023
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring Wenyuan Yang Shuo Shao Yue Yang Xiyao Liu Ximeng Liu Zhihua Xia Gerald Schaefer Hui Fang FedML 14 21 0 14 Nov 2022
DICTION:DynamIC robusT whIte bOx watermarkiNg scheme for deep neural networks Reda Bellafqira Gouenou Coatrieux 16 5 0 27 Oct 2022
Free Fine-tuning: A Plug-and-Play Watermarking Scheme for Deep Neural Networks Run Wang Jixing Ren Boheng Li Tianyi She Wenhui Zhang Liming Fang Jing Chen Chao Shen Lina Wang WIGM 32 16 0 14 Oct 2022
InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features Mingfu Xue Xin Wang Ying-Chang Wu S. Ni Yushu Zhang Weiqiang Liu 19 2 0 14 Oct 2022
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks Zhi Qin Tan H. P. Wong Chee Seng Chan 12 1 0 03 Oct 2022
Access Control with Encrypted Feature Maps for Object Detection Models Teru Nagamori Hiroki Ito AprilPyone Maungmaung Hitoshi Kiya 17 2 0 29 Sep 2022
AWEncoder: Adversarial Watermarking Pre-trained Encoders in Contrastive Learning Tianxing Zhang Hanzhou Wu Xiaofeng Lu Guangling Sun AAML 27 4 0 08 Aug 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 31 21 0 12 Jul 2022
Integrity Authentication in Tree Models Weijie Zhao Yingjie Lao Ping Li 57 5 0 30 May 2022
Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations Zirui Peng Shaofeng Li Guoxing Chen Cheng Zhang Haojin Zhu Minhui Xue AAML FedML 31 66 0 17 Feb 2022
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders Tianshuo Cong Xinlei He Yang Zhang 21 52 0 27 Jan 2022
An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications Hitoshi Kiya AprilPyone Maungmaung Yuma Kinoshita Shoko Imaizumi Sayaka Shiota 22 58 0 26 Jan 2022
FedComm: Federated Learning as a Medium for Covert Communication Dorjan Hitaj Giulio Pagnotta Briland Hitaj Fernando Perez-Cruz L. Mancini FedML 32 10 0 21 Jan 2022
Watermarking Pre-trained Encoders in Contrastive Learning Yutong Wu Han Qiu Tianwei Zhang L. Jiwei M. Qiu 23 9 0 20 Jan 2022
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Qiongkai Xu Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 177 94 0 05 Dec 2021
Safe Distillation Box Jingwen Ye Yining Mao Jie Song Xinchao Wang Cheng Jin Xiuming Zhang AAML 21 13 0 05 Dec 2021
Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models Hiroki Ito Maungmaung Aprilpyone Hitoshi Kiya 18 5 0 03 Sep 2021
A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access Maungmaung Aprilpyone Hitoshi Kiya 14 5 0 01 Sep 2021
SoK: How Robust is Image Classification Deep Neural Network Watermarking? (Extended Version) Nils Lukas Edward Jiang Xinda Li Florian Kerschbaum AAML 36 86 0 11 Aug 2021
Structural Watermarking to Deep Neural Networks via Network Channel Pruning Xiangyu Zhao Yinzhe Yao Hanzhou Wu Xinpeng Zhang AAML 13 23 0 19 Jul 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 21 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 11 45 0 13 Jun 2021
High-Robustness, Low-Transferability Fingerprinting of Neural Networks Siyue Wang Xiao Wang Pin-Yu Chen Pu Zhao Xue Lin AAML 30 2 0 14 May 2021
A survey of deep neural network watermarking techniques Yue Li Hongxia Wang Mauro Barni 31 140 0 16 Mar 2021
Deep Model Intellectual Property Protection via Deep Watermarking Jie Zhang Dongdong Chen Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu 18 106 0 08 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 19 7 0 02 Mar 2021
Watermarking Graph Neural Networks by Random Graphs Xiangyu Zhao Hanzhou Wu Xinpeng Zhang 19 36 0 01 Nov 2020
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models Shangwei Guo Tianwei Zhang Han Qiu Yi Zeng Tao Xiang Yang Liu AAML 14 33 0 18 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 18 143 0 07 Sep 2020
Model extraction from counterfactual explanations Ulrich Aïvodji Alexandre Bolot Sébastien Gambs MIACV MLAU 27 51 0 03 Sep 2020
Model Watermarking for Image Processing Networks Jie Zhang Dongdong Chen Jing Liao Han Fang Weiming Zhang Wenbo Zhou Hao Cui Nenghai Yu WIGM AAML 16 130 0 25 Feb 2020
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples Nils Lukas Yuxuan Zhang Florian Kerschbaum MLAU FedML AAML 31 144 0 02 Dec 2019
REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data Xinyun Chen Wenxiao Wang Chris Bender Yiming Ding R. Jia Bo-wen Li D. Song AAML 19 106 0 17 Nov 2019
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong 11 106 0 28 Oct 2019
Effectiveness of Distillation Attack and Countermeasure on Neural Network Watermarking Ziqi Yang Hung Dang E. Chang AAML 19 34 0 14 Jun 2019
Evolutionary Trigger Set Generation for DNN Black-Box Watermarking Jiabao Guo M. Potkonjak AAML WIGM 24 15 0 11 Jun 2019
Digital Passport: A Novel Technological Strategy for Intellectual Property Protection of Convolutional Neural Networks Lixin Fan KamWoh Ng Chee Seng Chan 16 3 0 10 May 2019