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2206.14157
Cited By
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection
28 June 2022
Mantas Mazeika
Yangqiu Song
David A. Forsyth
AAML
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Papers citing
"How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection"
14 / 14 papers shown
Title
Attackers Can Do Better: Over- and Understated Factors of Model Stealing Attacks
Daryna Oliynyk
Rudolf Mayer
Andreas Rauber
AAML
86
0
0
08 Mar 2025
Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal
Haonan An
Guang Hua
Zhengru Fang
Guowen Xu
Susanto Rahardja
Yuguang Fang
AAML
139
0
0
28 Feb 2025
Examining the Threat Landscape: Foundation Models and Model Stealing
Ankita Raj
Deepankar Varma
Chetan Arora
AAML
293
1
0
25 Feb 2025
Neural Honeytrace: A Robust Plug-and-Play Watermarking Framework against Model Extraction Attacks
Yixiao Xu
Binxing Fang
Rui Wang
Yinghai Zhou
S. Ji
Yuan Liu
Mohan Li
AAML
MIACV
150
0
0
16 Jan 2025
Fully Exploiting Every Real Sample: SuperPixel Sample Gradient Model Stealing
Yunlong Zhao
Xiaoheng Deng
Yijing Liu
Xin-jun Pei
Jiazhi Xia
Wei Chen
AAML
48
3
0
18 May 2024
A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model
Tianxiu Xie
Keke Gai
Jing Yu
Liehuang Zhu
Kim-Kwang Raymond Choo
75
0
0
07 May 2024
Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning
Tianxiu Xie
Keke Gai
Jing Yu
Liehuang Zhu
FedML
43
0
0
11 Jan 2024
Efficient Defense Against Model Stealing Attacks on Convolutional Neural Networks
Kacem Khaled
Mouna Dhaouadi
F. Magalhães
Gabriela Nicolescu
AAML
32
2
0
04 Sep 2023
Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks
Jun Guo
Aishan Liu
Xingyu Zheng
Siyuan Liang
Yisong Xiao
Yichao Wu
Xianglong Liu
AAML
86
13
0
02 Aug 2023
FDINet: Protecting against DNN Model Extraction via Feature Distortion Index
Hongwei Yao
Zheng Li
Haiqin Weng
Feng Xue
Kui Ren
Zhan Qin
92
4
0
20 Jun 2023
ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-based Systems
Mingyi Zhou
Xiang Gao
Jing Wu
John C. Grundy
Xiao Chen
Chunyang Chen
Li Li
AAML
109
13
0
01 Jun 2023
On the Robustness of Dataset Inference
S. Szyller
Rui Zhang
Enchao Gong
Nadarajah Asokan
AAML
62
6
0
24 Oct 2022
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences
Daryna Oliynyk
Rudolf Mayer
Andreas Rauber
116
114
0
16 Jun 2022
Thieves on Sesame Street! Model Extraction of BERT-based APIs
Kalpesh Krishna
Gaurav Singh Tomar
Ankur P. Parikh
Nicolas Papernot
Mohit Iyyer
MIACV
MLAU
156
201
0
27 Oct 2019
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