Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective

28 March 2017

Seong Joon Oh

Mario Fritz

Bernt Schiele

CVBM

AAML

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Papers citing "Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective"

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Title
DP-TRAE: A Dual-Phase Merging Transferable Reversible Adversarial Example for Image Privacy Protection Xia Du Jiajie Zhu Jizhe Zhou Chi-Man Pun Zheng Lin Cong Wu Zhaoyu Chen Jun Luo AAML 26 0 0 11 May 2025
Diffusion-based Adversarial Identity Manipulation for Facial Privacy Protection Liqin Wang Qianyue Hu Wei Lu Xiangyang Luo DiffM AAML PICV 72 0 0 30 Apr 2025
Learning Robust and Privacy-Preserving Representations via Information Theory Binghui Zhang Sayedeh Leila Noorbakhsh Yun Dong Yuan Hong Binghui Wang 64 0 0 15 Dec 2024
Face De-identification: State-of-the-art Methods and Comparative Studies Jingyi Cao Xiangyi Chen Bo Liu Ming Ding Rong Xie Li-Na Song Zhu Li Wenjun Zhang PICV 57 2 0 15 Nov 2024
Makeup-Guided Facial Privacy Protection via Untrained Neural Network Priors Fahad Shamshad Muzammal Naseer Karthik Nandakumar AAML PICV 36 1 0 20 Aug 2024
PrivateGaze: Preserving User Privacy in Black-box Mobile Gaze Tracking Services Chu Qiao Cong Wang Zhenkai Zhang Guohao Lan PICV 44 1 0 01 Aug 2024
Transferable Adversarial Facial Images for Privacy Protection Minghui Li Jiangxiong Wang Hao Zhang Ziqi Zhou Sheng-shou Hu Xiaobing Pei PICV AAML 46 8 0 18 Jul 2024
Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness Kejia Zhang Juanjuan Weng Yuanzheng Cai Zhiming Luo Shaozi Li AAML 64 0 0 04 Jul 2024
Mask-up: Investigating Biases in Face Re-identification for Masked Faces Siddharth D. Jaiswal Ankit Kr. Verma Animesh Mukherjee 23 0 0 21 Feb 2024
Enhancing targeted transferability via feature space fine-tuning Hui Zeng Biwei Chen Anjie Peng AAML 34 3 0 05 Jan 2024
Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning Against Attribute Inference Attacks Caridad Arroyo Arevalo Sayedeh Leila Noorbakhsh Yun Dong Yuan Hong Binghui Wang 55 13 0 12 Dec 2023
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks Jingyi Li Guocheng Liao Lin Chen Xu Chen 34 8 0 06 Sep 2023
PRO-Face S: Privacy-preserving Reversible Obfuscation of Face Images via Secure Flow Lin Yuan Kai Liang Xiao Pu Yan Zhang Jiaxu Leng Tao Wu Nannan Wang Xinbo Gao PICV 26 1 0 18 Jul 2023
CLIP2Protect: Protecting Facial Privacy using Text-Guided Makeup via Adversarial Latent Search Fahad Shamshad Muzammal Naseer Karthik Nandakumar AAML PICV 36 27 0 16 Jun 2023
Does Image Anonymization Impact Computer Vision Training? Håkon Hukkelås Frank Lindseth PICV CVBM 27 18 0 08 Jun 2023
Adversary for Social Good: Leveraging Adversarial Attacks to Protect Personal Attribute Privacy Xiaoting Li Ling-Hao Chen Dinghao Wu AAML SILM 19 6 0 04 Jun 2023
The Best Defense is a Good Offense: Adversarial Augmentation against Adversarial Attacks I. Frosio Jan Kautz AAML 29 15 0 23 May 2023
Quantization Aware Attack: Enhancing Transferable Adversarial Attacks by Model Quantization Yulong Yang Chenhao Lin Qian Li Zhengyu Zhao Haoran Fan Dawei Zhou Nannan Wang Tongliang Liu Chao Shen AAML MQ 32 12 0 10 May 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 44 21 0 19 Feb 2023
Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression Zhuoran Liu Zhengyu Zhao Martha Larson 32 34 0 31 Jan 2023
StyleGAN as a Utility-Preserving Face De-identification Method Seyyed Mohammad Sadegh Moosavi Khorzooghi Shirin Nilizadeh PICV CVBM 43 4 0 05 Dec 2022
My Face My Choice: Privacy Enhancing Deepfakes for Social Media Anonymization U. Ciftci Gokturk Yuksek Ilke Demir PICV CVBM 18 17 0 02 Nov 2022
Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective Ulku Meteriz-Yildiran Necip Fazil Yildiran Joongheon Kim David A. Mohaisen 21 3 0 27 Oct 2022
Hiding Visual Information via Obfuscating Adversarial Perturbations Zhigang Su Dawei Zhou Nannan Wangu Decheng Liu Zhen Wang Xinbo Gao AAML 16 9 0 30 Sep 2022
Sanitization of Visual Multimedia Content: A Survey of Techniques, Attacks, and Future Directions Hanaa Abbas Roberto Di Pietro 24 2 0 05 Jul 2022
OPOM: Customized Invisible Cloak towards Face Privacy Protection Yaoyao Zhong Weihong Deng PICV 38 32 0 24 May 2022
WaveFuzz: A Clean-Label Poisoning Attack to Protect Your Voice Yunjie Ge Qianqian Wang Jingfeng Zhang Juntao Zhou Yunzhu Zhang Chao Shen AAML 20 6 0 25 Mar 2022
DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection Guang Yang Juan Cao Qiang Sheng Peng Qi Xirong Li Jintao Li 28 13 0 17 Mar 2022
GMFIM: A Generative Mask-guided Facial Image Manipulation Model for Privacy Preservation Mohammad Hossein Khojaste Nastaran Moradzadeh Farid A. Nickabadi CVBM PICV 15 8 0 10 Jan 2022
Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks Seungyong Moon Gaon An Hyun Oh Song AAML 14 5 0 10 Dec 2021
Going Grayscale: The Road to Understanding and Improving Unlearnable Examples Zhuoran Liu Zhengyu Zhao A. Kolmus Tijn Berns Twan van Laarhoven Tom Heskes Martha Larson AAML 39 6 0 25 Nov 2021
Two-Face: Adversarial Audit of Commercial Face Recognition Systems S. Jaiswal K. Duggirala A. Dash Animesh Mukherjee MLAU AAML 36 10 0 17 Nov 2021
Get a Model! Model Hijacking Attack Against Machine Learning Models A. Salem Michael Backes Yang Zhang AAML 15 28 0 08 Nov 2021
Deep Learning Approach Protecting Privacy in Camera-Based Critical Applications Gautham Ramajayam Tao Sun C. C. Tan Lannan Luo Haibin Ling 19 0 0 04 Oct 2021
Data Poisoning Won't Save You From Facial Recognition Evani Radiya-Dixit Sanghyun Hong Nicholas Carlini Florian Tramèr AAML PICV 15 57 0 28 Jun 2021
DP-Image: Differential Privacy for Image Data in Feature Space Hanyu Xue Bo Liu Ming Ding Tianqing Zhu Dayong Ye Li-Na Song Wanlei Zhou 15 33 0 12 Mar 2021
A Study of Face Obfuscation in ImageNet Kaiyu Yang Jacqueline Yau Li Fei-Fei Jia Deng Olga Russakovsky PICV CVBM 30 144 0 10 Mar 2021
IdentityDP: Differential Private Identification Protection for Face Images Yunqian Wen Li-Na Song Bo Liu Ming Ding Rong Xie PICV 38 62 0 02 Mar 2021
On Success and Simplicity: A Second Look at Transferable Targeted Attacks Zhengyu Zhao Zhuoran Liu Martha Larson AAML 35 122 0 21 Dec 2020
FoggySight: A Scheme for Facial Lookup Privacy Ivan Evtimov Pascal Sturmfels Tadayoshi Kohno PICV FedML 15 24 0 15 Dec 2020
When Machine Learning Meets Privacy: A Survey and Outlook B. Liu Ming Ding Sina shaham W. Rahayu F. Farokhi Zihuai Lin 10 281 0 24 Nov 2020
Amadeus: Scalable, Privacy-Preserving Live Video Analytics Sandeep M. D'Souza P. Bahl Lixiang Ao Landon P. Cox 14 8 0 06 Nov 2020
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks Chi Liu Tianqing Zhu Jun Zhang Wanlei Zhou PICV 13 30 0 27 Aug 2020
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability Kaizhao Liang Jacky Y. Zhang Wei Ping Zhuolin Yang Oluwasanmi Koyejo Yangqiu Song AAML 33 25 0 25 Jun 2020
Adversarial representation learning for synthetic replacement of private attributes John Martinsson Edvin Listo Zec D. Gillblad Olof Mogren PICV 6 8 0 14 Jun 2020
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy Sicong Liu Junzhao Du Anshumali Shrivastava Lin Zhong 36 14 0 08 Jun 2020
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations Ang Li Yixiao Duan Huanrui Yang Yiran Chen Jianlei Yang 8 50 0 23 May 2020
Towards Face Encryption by Generating Adversarial Identity Masks Xiao Yang Yinpeng Dong Tianyu Pang Hang Su Jun Zhu YueFeng Chen H. Xue AAML PICV 34 72 0 15 Mar 2020
Dynamic Backdoor Attacks Against Machine Learning Models A. Salem Rui Wen Michael Backes Shiqing Ma Yang Zhang AAML 27 270 0 07 Mar 2020
Adversarial Distributional Training for Robust Deep Learning Yinpeng Dong Zhijie Deng Tianyu Pang Hang Su Jun Zhu OOD 22 121 0 14 Feb 2020