FDINet: Protecting against DNN Model Extraction via Feature Distortion
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FDINet: Protecting against DNN Model Extraction via Feature Distortion Index

20 June 2023

Zheng Li

Haiqin Weng

Papers citing "FDINet: Protecting against DNN Model Extraction via Feature Distortion Index"

9 / 9 papers shown

Title
Model-Guardian: Protecting against Data-Free Model Stealing Using Gradient Representations and Deceptive Predictions Yunfei Yang Xiaojun Chen Yuexin Xuan Zhendong Zhao AAML 65 0 0 23 Mar 2025
SAME: Sample Reconstruction against Model Extraction Attacks Yi Xie Jie M. Zhang Shiqian Zhao Tianwei Zhang Xiaofeng Chen AAML MIACV 48 4 0 17 Dec 2023
RemovalNet: DNN Fingerprint Removal Attacks Hongwei Yao Zhengguang Li Kunzhe Huang Jian Lou Zhan Qin Kui Ren MLAU AAML 24 3 0 23 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification Hongwei Yao Jian Lou Kui Ren Zhan Qin AAML VLM 27 25 0 05 Aug 2023
Increasing the Cost of Model Extraction with Calibrated Proof of Work Adam Dziedzic Muhammad Ahmad Kaleem Y. Lu Nicolas Papernot FedML MIACV AAML MLAU 57 28 0 23 Jan 2022
Stateful Detection of Model Extraction Attacks Soham Pal Yash Gupta Aditya Kanade S. Shevade MLAU 52 24 0 12 Jul 2021
Delving into Data: Effectively Substitute Training for Black-box Attack Wenxuan Wang Bangjie Yin Taiping Yao Li Zhang Yanwei Fu Shouhong Ding Jilin Li Feiyue Huang Xiangyang Xue AAML 60 63 0 26 Apr 2021
Dataset Inference: Ownership Resolution in Machine Learning Pratyush Maini Mohammad Yaghini Nicolas Papernot FedML 69 103 0 21 Apr 2021
Stealing Links from Graph Neural Networks Xinlei He Jinyuan Jia Michael Backes Neil Zhenqiang Gong Yang Zhang AAML 63 168 0 05 May 2020