Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study

22 July 2018

Papers citing "Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study"

50 / 74 papers shown

Title
Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations Kathleen Anderson Thomas Martinetz CVBM 73 0 0 12 Mar 2025
ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration Youngseok Kim Sunwook Hwang Hyung-Sin Kim S. Bahk DiffM 3DPC 54 0 0 10 Mar 2025
Video-DPRP: A Differentially Private Approach for Visual Privacy-Preserving Video Human Activity Recognition Allassan Tchangmena A Nken Susan Mckeever Peter Corcoran Ihsan Ullah PICV 50 0 0 03 Mar 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
Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. Performance M. Asres Lei Jiao C. Omlin 36 0 0 24 Oct 2024
Masked Differential Privacy David Schneider Sina Sajadmanesh Vikash Sehwag Saquib Sarfraz Rainer Stiefelhagen Lingjuan Lyu Vivek Sharma 33 0 0 22 Oct 2024
Data Collection-free Masked Video Modeling Yuchi Ishikawa Masayoshi Kondo Yoshimitsu Aoki ViT 19 1 0 10 Sep 2024
Initial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4 Bishwas Mandal G. Amariucai Shuangqing Wei 33 1 0 07 Apr 2024
Optimizing Privacy and Utility Tradeoffs for Group Interests Through Harmonization Bishwas Mandal G. Amariucai Shuangqing Wei 24 0 0 07 Apr 2024
Selective, Interpretable, and Motion Consistent Privacy Attribute Obfuscation for Action Recognition Filip Ilic Henghui Zhao Thomas Pock Richard P. Wildes PICV AAML 44 2 0 19 Mar 2024
CamPro: Camera-based Anti-Facial Recognition Wenjun Zhu Yuan Sun Jiani Liu Yushi Cheng Xiaoyu Ji Wenyuan Xu PICV 25 1 0 30 Dec 2023
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
Sparse and Privacy-enhanced Representation for Human Pose Estimation Ting-Ying Lin Lin-Yung Hsieh Fu-En Wang Wen-Shen Wuen Min Sun 3DH 19 1 0 18 Sep 2023
SOAR: Scene-debiasing Open-set Action Recognition Yuanhao Zhai Ziyi Liu Zhenyu Wu Yi Wu Chunluan Zhou David Doermann Junsong Yuan Gang Hua 21 11 0 03 Sep 2023
LDP-Feat: Image Features with Local Differential Privacy Francesco Pittaluga Bingbing Zhuang 16 7 0 22 Aug 2023
PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attacks Shiwei Ding Lan Zhang Miao Pan Xiaoyong Yuan AAML 30 5 0 20 Jul 2023
GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions Fabio Hellmann Silvan Mertes Mohamed Benouis Alexander Hustinx Tzung-Chien Hsieh Cristina Conati P. Krawitz Elisabeth André PICV CVBM 42 11 0 03 May 2023
Gradient Attention Balance Network: Mitigating Face Recognition Racial Bias via Gradient Attention Linzhi Huang Mei Wang Jiahao Liang Weihong Deng Hongzhi Shi Dongchao Wen Yingjie Zhang Jian Zhao CVBM 31 7 0 05 Apr 2023
Visual Content Privacy Protection: A Survey Ruoyu Zhao Yushu Zhang Tao Wang Wenying Wen Yong Xiang Xiaochun Cao 27 16 0 29 Mar 2023
Modeling the Trade-off of Privacy Preservation and Activity Recognition on Low-Resolution Images Yuntao wang Zirui Cheng Xin Yi Yan Kong Xueyang Wang Xuhai Xu Yukang Yan Chun Yu Shwetak N. Patel Yuanchun Shi 42 5 0 18 Mar 2023
A Privacy-Preserving Hybrid Federated Learning Framework for Financial Crime Detection Haobo Zhang Junyuan Hong Fan Dong Steve Drew Liangjie Xue Jiayu Zhou FedML 42 17 0 07 Feb 2023
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition Ming Li Xiangyu Xu Hehe Fan Pan Zhou Jun Liu Jia-Wei Liu Jiahe Li Jussi Keppo Mike Zheng Shou Shuicheng Yan ViT PICV 48 13 0 08 Jan 2023
Privacy-Preserving Action Recognition via Motion Difference Quantization Sudhakar Kumawat Hajime Nagahara MQ 16 20 0 04 Aug 2022
PrivHAR: Recognizing Human Actions From Privacy-preserving Lens Carlos Hinojosa M. Márquez Henry Arguello Ehsan Adeli L. Fei-Fei Juan Carlos Niebles PICV 28 20 0 08 Jun 2022
Uncertainty-Autoencoder-Based Privacy and Utility Preserving Data Type Conscious Transformation Bishwas Mandal G. Amariucai Shuangqing Wei 16 4 0 04 May 2022
E^2TAD: An Energy-Efficient Tracking-based Action Detector Xin Hu Zhenyu Wu Haoyuan Miao Siqi Fan Taiyu Long ... Pengcheng Pi Yi Wu Zhou Ren Zhangyang Wang G. Hua 24 2 0 09 Apr 2022
SPAct: Self-supervised Privacy Preservation for Action Recognition I. Dave Chong Chen M. Shah PICV 24 55 0 29 Mar 2022
Decouple-and-Sample: Protecting sensitive information in task agnostic data release Abhishek Singh Ethan Garza Ayush Chopra Praneeth Vepakomma Vivek Sharma Ramesh Raskar 26 7 0 17 Mar 2022
Privacy-Aware Crowd Labelling for Machine Learning Tasks Giannis Haralabopoulos Ioannis Anagnostopoulos 15 0 0 03 Feb 2022
Syfer: Neural Obfuscation for Private Data Release Adam Yala Victor Quach H. Esfahanizadeh Rafael G. L. DÓliveira K. Duffy Muriel Médard Tommi Jaakkola Regina Barzilay PICV 21 7 0 28 Jan 2022
PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition Prithviraj Dhar Joshua Gleason A. Roy Carlos D. Castillo Rama Chellappa CVBM 30 43 0 09 Aug 2021
Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot Study Zhenyu Wu Zhaowen Wang Ye Yuan Jianming Zhang Zhangyang Wang Hailin Jin 37 4 0 23 Jul 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 39 42 0 20 Jul 2021
Training Domain-invariant Object Detector Faster with Feature Replay and Slow Learner Chaehyeon Lee Junghoon Seo Heechul Jung 13 2 0 31 May 2021
Undistillable: Making A Nasty Teacher That CANNOT teach students Haoyu Ma Tianlong Chen Ting-Kuei Hu Chenyu You Xiaohui Xie Zhangyang Wang 19 41 0 16 May 2021
Analysis and Mitigations of Reverse Engineering Attacks on Local Feature Descriptors Deeksha Dangwal Vincent T. Lee Hyo Jin Kim Tianwei Shen M. Cowan ... Brandon Reagen Tim Sherwood Vasileios Balntas Armin Alaghi Eddy Ilg AAML 11 15 0 09 May 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 43 225 0 23 Mar 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Joseph P. Robinson Can Qin Yann Henon Samson Timoner Y. Fu 32 25 0 16 Mar 2021
Privacy-preserving Object Detection Peiyang He Charlie Griffin Krzysztof Kacprzyk Artjom Joosen M. Collyer Aleksandar Shtedritski Yuki M. Asano PICV 24 5 0 11 Mar 2021
A Study of Face Obfuscation in ImageNet Kaiyu Yang Jacqueline Yau Li Fei-Fei Jia Deng Olga Russakovsky PICV CVBM 32 144 0 10 Mar 2021
How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines Kunal Chelani Fredrik Kahl Torsten Sattler 3DPC 25 23 0 08 Mar 2021
Generative Adversarial User Privacy in Lossy Single-Server Information Retrieval Chung-Wei Weng Yauhen Yakimenka Hsuan-Yin Lin E. Rosnes Joerg Kliewer 35 3 0 07 Dec 2020
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy B. Kim Jose Dolz Christian Desrosiers Pierre-Marc Jodoin MedIm 25 4 0 25 Nov 2020
PCAL: A Privacy-preserving Intelligent Credit Risk Modeling Framework Based on Adversarial Learning Yu Zheng Zhenyu Wu Ye Yuan Tianlong Chen Zhangyang Wang 13 12 0 06 Oct 2020
Can we Generalize and Distribute Private Representation Learning? Sheikh Shams Azam Taejin Kim Seyyedali Hosseinalipour Carlee Joe-Wong S. Bagchi Christopher G. Brinton 31 10 0 05 Oct 2020
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis Zhenyu Wu Duc N. M. Hoang Shih-Yao Lin Yusheng Xie Liangjian Chen Yen-Yu Lin Zhangyang Wang Wei Fan 3DH 17 11 0 02 Oct 2020
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images Kang Liu Benjamin Tan S. Garg PICV 8 6 0 19 Sep 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
NoPeek: Information leakage reduction to share activations in distributed deep learning Praneeth Vepakomma Abhishek Singh O. Gupta Ramesh Raskar MIACV FedML 21 84 0 20 Aug 2020
Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision Sensors J. Byrne Brian DeCann S. Bloom PICV 22 5 0 11 Aug 2020