Privacy Preserving Face Recognition Utilizing Differential Privacy

21 May 2020

Pathum Chamikara Mahawaga Arachchige

Papers citing "Privacy Preserving Face Recognition Utilizing Differential Privacy"

28 / 28 papers shown

Title
SemDP: Semantic-level Differential Privacy Protection for Face Datasets Xiaoting Zhang Tao Wang Junhao Ji CVBM 71 0 0 20 Dec 2024
Privacy-Enhanced Adaptive Authentication: User Profiling with Privacy Guarantees Yaser Baseri A. Hafid Dimitrios Makrakis 9 1 0 27 Oct 2024
RDP: Ranked Differential Privacy for Facial Feature Protection in Multiscale Sparsified Subspace Yuxiao He Yao Yao Shihui Gao Guandong Huang Xun Cao CVBM 14 0 0 01 Aug 2024
Model-Agnostic Utility-Preserving Biometric Information Anonymization Chun-Fu Chen Bill Moriarty Shaohan Hu Sean Moran Marco Pistoia Vincenzo Piuri P. Samarati 30 3 0 23 May 2024
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention Cedric Deslandes Whitney Justin Norman 16 16 0 03 May 2024
PupilSense: Detection of Depressive Episodes Through Pupillary Response in the Wild Rahul Islam Sang Won Bae 28 4 0 22 Apr 2024
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction Yuxi Mi Zhizhou Zhong Y. Huang Jia-Bao Ji Jianqing Xu Jun Wang Shaoming Wang Shouhong Ding Shuigeng Zhou PICV 32 13 0 19 Mar 2024
Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack Yinggui Wang Yuanqing Huang Jianshu Li Le Yang Kai Song Lei Wang AAML PICV 40 0 0 14 Mar 2024
Federated Learning Method for Preserving Privacy in Face Recognition System Enoch Solomon Abraham Woubie FedML 31 3 0 08 Mar 2024
Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain Dong Han Yong Li Joachim Denzler PICV 15 5 0 24 Jan 2024
Facial Data Minimization: Shallow Model as Your Privacy Filter Yuwen Pu Jiahao Chen Jiayu Pan Hao li Diqun Yan Xuhong Zhang Shouling Ji PICV 17 1 0 24 Oct 2023
Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey Lea Demelius Roman Kern Andreas Trügler SyDa FedML 22 6 0 28 Sep 2023
Privacy-Preserving Face Recognition Using Random Frequency Components Yuxi Mi Y. Huang Jia-Bao Ji Minyi Zhao Jiaxiang Wu Xingkun Xu Shouhong Ding Shuigeng Zhou CVBM PICV 9 13 0 21 Aug 2023
Cryptography approach for Secure Outsourced Data Storage in Cloud Environment Rishabh Gupta D. Saxena Ashutosh Kumar Singh 19 0 0 14 Jun 2023
OptimShare: A Unified Framework for Privacy Preserving Data Sharing -- Towards the Practical Utility of Data with Privacy Pathum Chamikara Mahawaga Arachchige Seung Ick Jang I. Oppermann Dongxi Liu Musotto Roberto ... Meisam Mohammady S. Çamtepe Sylvia Young Chris Dorrian Nasir David 20 0 0 06 Jun 2023
SASMU: boost the performance of generalized recognition model using synthetic face dataset Chia-Chun Chung Pei-Chun Chang Yonghao Chen Haoyuan He Chin-Yuan Yeh CVBM 24 0 0 02 Jun 2023
Privacy-Preserving Remote Heart Rate Estimation from Facial Videos D. Gupta Ali Etemad PICV 6 4 0 01 Jun 2023
Privacy-preserving Adversarial Facial Features Zhibo Wang He Wang Shuai Jin Wenwen Zhang Jiahui Hu Yan Wang Peng Sun Weiting Yuan Kai-yan Liu Kui Ren CVBM AAML PICV 26 12 0 08 May 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 19 11 0 03 May 2023
DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain Yuxi Mi Y. Huang Jia-Bao Ji Hongquan Liu Xingkun Xu Shouhong Ding Shuigeng Zhou PICV CVBM 4 27 0 15 Jul 2022
Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain Jia-Bao Ji Huan Wang Y. Huang Jiaxiang Wu Xingkun Xu Shouhong Ding Shengchuan Zhang Liujuan Cao Rongrong Ji CVBM PICV 29 33 0 15 Jul 2022
Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches Reena Zelenkova J. Swallow Pathum Chamikara Mahawaga Arachchige Dongxi Liu Mohan Baruwal Chhetri S. Çamtepe M. Grobler Mahathir Almashor AAML 12 2 0 18 Feb 2022
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning Ren Wang Zhe Xu Alfred Hero 8 0 0 06 Oct 2021
PrivateMail: Supervised Manifold Learning of Deep Features With Differential Privacy for Image Retrieval Praneeth Vepakomma Julia Balla Ramesh Raskar 8 4 0 22 Feb 2021
Differential Privacy for Industrial Internet of Things: Opportunities, Applications and Challenges Bin Jiang Jianqiang Li Guanghui Yue H. Song 17 115 0 26 Jan 2021
Differentially Private ADMM Algorithms for Machine Learning Tao Xu Fanhua Shang Yuanyuan Liu Hongying Liu Longjie Shen Maoguo Gong 12 17 0 31 Oct 2020
Differentially Private Clustering via Maximum Coverage Matthew D. Jones Huy Le Nguyen Thy Nguyen 11 19 0 27 Aug 2020
PPaaS: Privacy Preservation as a Service Pathum Chamikara Mahawaga Arachchige P. Bertók I. Khalil Dongxi Liu S. Çamtepe 11 9 0 04 Jul 2020