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Passport-aware Normalization for Deep Model Protection

29 October 2020

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Papers citing "Passport-aware Normalization for Deep Model Protection"

37 / 37 papers shown

Title
CHIP: Chameleon Hash-based Irreversible Passport for Robust Deep Model Ownership Verification and Active Usage Control Chaohui Xu Qi Cui Chip-Hong Chang 17 0 0 30 May 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 469 0 0 26 Jan 2025
Sample Correlation for Fingerprinting Deep Face Recognition Jiyang Guan Jian Liang Yanbo Wang Ran He AAML 152 0 0 31 Dec 2024
DeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models Haifeng Sun Lan Zhang Xiang-Yang Li 97 0 0 01 Nov 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 92 2 0 29 Sep 2024
AuthNet: Neural Network with Integrated Authentication Logic Yuling Cai Fan Xiang Guozhu Meng Yinzhi Cao Kai Chen AAML 101 0 0 24 May 2024
Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining Qi Cui Ruohan Meng Chaohui Xu Chip-Hong Chang 69 3 0 03 Apr 2024
Adversarial Sparse Teacher: Defense Against Distillation-Based Model Stealing Attacks Using Adversarial Examples Eda Yilmaz H. Keles AAML 75 2 0 08 Mar 2024
DeepEclipse: How to Break White-Box DNN-Watermarking Schemes Alessandro Pegoraro Carlotta Segna Kavita Kumari Ahmad-Reza Sadeghi AAML 67 0 0 06 Mar 2024
EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection Xin Mu Yu Wang Zhengan Huang Junzuo Lai Yehong Zhang Hui Wang Yue Yu 31 1 0 19 Dec 2023
Robust Retraining-free GAN Fingerprinting via Personalized Normalization Jianwei Fei Zhihua Xia B. Tondi Mauro Barni 78 6 0 09 Nov 2023
Wide Flat Minimum Watermarking for Robust Ownership Verification of GANs Jianwei Fei Zhihua Xia B. Tondi Mauro Barni AAML 86 5 0 25 Oct 2023
Functional Invariants to Watermark Large Transformers Pierre Fernandez Guillaume Couairon Teddy Furon Matthijs Douze 53 10 0 17 Oct 2023
When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection Mohammed Lansari Reda Bellafqira K. Kapusta V. Thouvenot Olivier Bettan Gouenou Coatrieux FedML 57 19 0 07 Aug 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 84 5 0 05 Jul 2023
OVLA: Neural Network Ownership Verification using Latent Watermarks Feisi Fu Wenchao Li AAML 124 1 0 15 Jun 2023
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature Wenyuan Yang Gongxi Zhu Yuguo Yin Hanlin Gu Lixin Fan Qiang Yang Xiaochun Cao FedML 63 6 0 10 May 2023
FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof Wenyuan Yang Yuguo Yin Gongxi Zhu Hanlin Gu Lixin Fan Xiaochun Cao Qiang Yang FedML 78 9 0 08 May 2023
Edge Deep Learning Model Protection via Neuron Authorization Jinyin Chen Haibin Zheng Tianming Liu Rongchang Li Yao Cheng Xuhong Zhang S. Ji FedML 56 0 0 22 Mar 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 78 11 0 21 Mar 2023
Rethinking White-Box Watermarks on Deep Learning Models under Neural Structural Obfuscation Yifan Yan Xudong Pan Mi Zhang Min Yang AAML 150 16 0 17 Mar 2023
Why Batch Normalization Damage Federated Learning on Non-IID Data? Yanmeng Wang Qingjiang Shi Tsung-Hui Chang FedML 71 35 0 08 Jan 2023
DICTION:DynamIC robusT whIte bOx watermarkiNg scheme for deep neural networks Reda Bellafqira Gouenou Coatrieux 90 6 0 27 Oct 2022
Distilling the Undistillable: Learning from a Nasty Teacher Surgan Jandial Yash Khasbage Arghya Pal V. Balasubramanian Balaji Krishnamurthy 119 7 0 21 Oct 2022
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks Jiyang Guan Jian Liang Ran He AAML MLAU 106 31 0 21 Oct 2022
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks Zhi Qin Tan H. P. Wong Chee Seng Chan 50 1 0 03 Oct 2022
Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation Tzu-Yun Chien Chih-Ya Shen AAML 32 1 0 10 Aug 2022
Cracking White-box DNN Watermarks via Invariant Neuron Transforms Yifan Yan Xudong Pan Yining Wang Mi Zhang Min Yang AAML 44 14 0 30 Apr 2022
Defending against Model Stealing via Verifying Embedded External Features Yiming Li Linghui Zhu Xiaojun Jia Yong Jiang Shutao Xia Xiaochun Cao AAML 88 65 0 07 Dec 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
Federated Deep Learning with Bayesian Privacy Hanlin Gu Lixin Fan Bowen Li Jie Li Yan Kang Yuan Yao Qiang Yang FedML 162 23 0 27 Sep 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality Models Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 103 24 0 28 Jul 2021
Undistillable: Making A Nasty Teacher That CANNOT teach students Haoyu Ma Tianlong Chen Ting-Kuei Hu Chenyu You Xiaohui Xie Zhangyang Wang 86 44 0 16 May 2021
Deep Model Intellectual Property Protection via Deep Watermarking Jie Zhang Dongdong Chen Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu 119 107 0 08 Mar 2021
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity Xinyu Gong Wuyang Chen Tianlong Chen Zhangyang Wang 57 6 0 22 Feb 2021
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack Ding Sheng Ong Chee Seng Chan KamWoh Ng Lixin Fan Qiang Yang AAML 67 72 0 08 Feb 2021
Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and Evaluations Mingfu Xue Yushu Zhang Jian Wang Weiqiang Liu 83 50 0 27 Nov 2020