Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations

17 February 2022

Guoxing Chen

Haojin Zhu

Papers citing "Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations"

40 / 40 papers shown

Title
AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection Jianbo Gao Keke Gai Jing Yu Liehuang Zhu Qi Wu AAML 28 0 0 28 Apr 2025
Vision-Language Model IP Protection via Prompt-based Learning Lianyu Wang M. Wang Huazhu Fu Daoqiang Zhang VLM Presented at ResearchTrend Connect \| VLM on 28 Mar 2025 130 0 0 04 Mar 2025
Protecting Intellectual Property of EEG-based Neural Networks with Watermarking Ahmed Abdelaziz Ahmed Fathi Ahmed Fares 55 0 0 09 Feb 2025
HuRef: HUman-REadable Fingerprint for Large Language Models Boyi Zeng Cheng Zhou Yuncong Hu Yi Xu Chenghu Zhou X. Wang Yu Yu Zhouhan Lin 52 9 0 08 Jan 2025
Sample Correlation for Fingerprinting Deep Face Recognition Jiyang Guan Jian Liang Yanbo Wang Ran He AAML 31 0 0 31 Dec 2024
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors Ziqi Zhou Bowen Li Yufei Song Zhifei Yu Shengshan Hu Wei Wan L. Zhang Dezhong Yao Hai Jin AAML 125 2 0 22 Dec 2024
Texture- and Shape-based Adversarial Attacks for Vehicle Detection in Synthetic Overhead Imagery Mikael Yeghiazaryan Sai Abhishek Siddhartha Namburu Emily Kim Stanislav Panev Celso de Melo Brent Lance Fernando De la Torre Jessica K. Hodgins AAML 75 0 0 20 Dec 2024
FAMES: Fast Approximate Multiplier Substitution for Mixed-Precision Quantized DNNs--Down to 2 Bits! Yi Ren Ruge Xu Xinfei Guo Weikang Qian MQ 64 0 0 27 Nov 2024
DeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models Haifeng Sun Lan Zhang Xiang-Yang Li 49 0 0 01 Nov 2024
Proactive Schemes: A Survey of Adversarial Attacks for Social Good Vishal Asnani Xi Yin Xiaoming Liu AAML 34 1 0 24 Sep 2024
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
Cross-Task Attack: A Self-Supervision Generative Framework Based on Attention Shift Qingyuan Zeng Yunpeng Gong Min Jiang AAML 25 1 0 18 Jul 2024
Protecting Deep Learning Model Copyrights with Adversarial Example-Free Reuse Detection Xiaokun Luan Xiyue Zhang Jingyi Wang Meng Sun AAML 18 0 0 04 Jul 2024
QUEEN: Query Unlearning against Model Extraction Huajie Chen Tianqing Zhu Lefeng Zhang Bo Liu Derui Wang Wanlei Zhou Minhui Xue MIACV 40 2 0 01 Jul 2024
Neural Lineage Runpeng Yu Xinchao Wang 26 4 0 17 Jun 2024
Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution Shuo Shao Yiming Li Hongwei Yao Yiling He Zhan Qin Kui Ren 29 14 0 08 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 28 1 0 01 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 14 2 0 03 Apr 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection Boyang Peng Sanqing Qu Yong Wu Tianpei Zou Lianghua He Alois C. Knoll Guang Chen Changjun Jiang AAML 29 3 0 07 Mar 2024
GanFinger: GAN-Based Fingerprint Generation for Deep Neural Network Ownership Verification Huali Ren Anli Yan Xiaojun Ren Peigen Ye Chong-zhi Gao Zhili Zhou Jin Li 20 0 0 25 Dec 2023
SoK: Unintended Interactions among Machine Learning Defenses and Risks Vasisht Duddu S. Szyller Nadarajah Asokan AAML 47 2 0 07 Dec 2023
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 11 0 0 05 Oct 2023
RemovalNet: DNN Fingerprint Removal Attacks Hongwei Yao Zhengguang Li Kunzhe Huang Jian Lou Zhan Qin Kui Ren MLAU AAML 21 3 0 23 Aug 2023
Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregation Xuantong Liu Yaoyao Zhong Yuhang Zhang Lixiong Qin Weihong Deng AAML 17 25 0 11 Aug 2023
SSL-Auth: An Authentication Framework by Fragile Watermarking for Pre-trained Encoders in Self-supervised Learning Xiaobei Li Changchun Yin Liyue Zhu Xiaogang Xu Liming Fang Run Wang Chenhao Lin AAML 20 0 0 09 Aug 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 30 11 0 29 Jul 2023
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks Buse G. A. Tekgul Nadarajah Asokan AAML 21 1 0 27 Jul 2023
Downstream-agnostic Adversarial Examples Ziqi Zhou Shengshan Hu Rui-Qing Zhao Qian Wang L. Zhang Junhui Hou Hai Jin SILM AAML 21 24 0 23 Jul 2023
NaturalFinger: Generating Natural Fingerprint with Generative Adversarial Networks Kan Yang Kunhao Lai AAML 22 0 0 29 May 2023
Securing Deep Generative Models with Universal Adversarial Signature Yu Zeng Mo Zhou Yuan Xue Vishal M. Patel WIGM 18 10 0 25 May 2023
GrOVe: Ownership Verification of Graph Neural Networks using Embeddings Asim Waheed Vasisht Duddu Nadarajah Asokan 32 9 0 17 Apr 2023
How to choose your best allies for a transferable attack? Thibault Maho Seyed-Mohsen Moosavi-Dezfooli Teddy Furon AAML 19 1 0 05 Apr 2023
Decision-BADGE: Decision-based Adversarial Batch Attack with Directional Gradient Estimation Geunhyeok Yu Minwoo Jeon Hyoseok Hwang AAML 16 1 0 09 Mar 2023
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks Jiyang Guan Jian Liang R. He AAML MLAU 40 29 0 21 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
FBI: Fingerprinting models with Benign Inputs Thibault Maho Teddy Furon Erwan Le Merrer AAML 8 4 0 05 Aug 2022
MOVE: Effective and Harmless Ownership Verification via Embedded External Features Yiming Li Linghui Zhu Xiaojun Jia Yang Bai Yong Jiang Shutao Xia Xiaochun Cao Kui Ren AAML 32 12 0 04 Aug 2022
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 30 16 0 20 Sep 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 22 0 0 19 Jun 2021
Cryptanalytic Extraction of Neural Network Models Nicholas Carlini Matthew Jagielski Ilya Mironov FedML MLAU MIACV AAML 70 134 0 10 Mar 2020