Privacy Issues in Computer Vision

PICV

Addresses privacy concerns in computer vision applications. Develops methods to protect personal data while enabling useful functionalities.

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NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations Junjie Nan Jianing Li Wei Chen Mingkun Zhang Xueqi Cheng PICV 80 0 0 15 Oct 2025
Protecting Persona Biometric Data: The Case of Facial Privacy Lambert Hogenhout Rinzin Wangmo PICV 52 0 0 03 Oct 2025
Secure and reversible face anonymization with diffusion models Pol Labarbarie Vincent Itier William Puech DiffM PICV 44 0 0 01 Oct 2025
Generative Adversarial Networks Applied for Privacy Preservation in Biometric-Based Authentication and Identification Lubos Mjachky Ivan Homoliak PICV GAN 68 0 0 24 Sep 2025
PerFace: Metric Learning in Perceptual Facial Similarity for Enhanced Face AnonymizationInternational Conference on Information Photonics (ICIP), 2025 Haruka Kumagai Leslie Wöhler Satoshi Ikehata Kiyoharu Aizawa CVBM PICV 47 0 0 24 Sep 2025
Make Identity Unextractable yet Perceptible: Synthesis-Based Privacy Protection for Subject Faces in Photos Tao Wang Y. Zhang Xiangli Xiao Kun Xu Lin Yuan Wenying Wen Yuming Fang PICV 64 0 0 14 Sep 2025
EfficientNet-Based Multi-Class Detection of Real, Deepfake, and Plastic Surgery Faces Li Kun Milena Radenkovic PICV 56 0 0 12 Sep 2025
Backdoor Poisoning Attack Against Face Spoofing Attack Detection Methods Shota Iwamatsu Koichi Ito T. Aoki AAML PICV 118 0 0 03 Sep 2025
CryptoFace: End-to-End Encrypted Face RecognitionComputer Vision and Pattern Recognition (CVPR), 2025 Wei Ao Vishnu Boddeti PICV FedML 124 1 0 30 Aug 2025
Disruptive Attacks on Face Swapping via Low-Frequency Perceptual Perturbations Mengxiao Huang Minglei Shu Shuwang Zhou Zhaoyang Liu AAML PICV 100 0 0 28 Aug 2025
FastAvatar: Instant 3D Gaussian Splatting for Faces from Single Unconstrained Poses Hao Liang Zhixuan Ge Ashish Tiwari Soumendu Majee G.M. Dilshan Godaliyadda Ashok Veeraraghavan Guha Balakrishnan 3DGS PICV 88 0 0 25 Aug 2025
Beyond Blanket Masking: Examining Granularity for Privacy Protection in Images Captured by Blind and Low Vision Users Jeffri Murrugarra-LLerena Haoran Niu K. Suzanne Barber Hal Daumé III Yang Trista Cao Paola Cascante-Bonilla PICV 50 0 0 12 Aug 2025
VOIDFace: A Privacy-Preserving Multi-Network Face Recognition With Enhanced Security Ajnas Muhammed Iurri Medvedev Nuno Gonçalves PICV 52 0 0 11 Aug 2025
FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing Mohammed Talha Alam Fahad Shamshad Fakhri Karray Karthik Nandakumar PICV CVBM 60 0 0 07 Aug 2025
Protego: User-Centric Pose-Invariant Privacy Protection Against Face Recognition-Induced Digital Footprint Exposure Ziling Wang Shuya Yang Jialin Lu Ka-Ho Chow PICV 44 0 0 04 Aug 2025
Privacy Enhancement for Gaze Data Using a Noise-Infused Autoencoder Samantha Aziz Oleg V. Komogortsev PICV 57 0 0 01 Aug 2025
Towards Privacy-preserving Photorealistic Self-avatars in Mixed Reality Ethan Wilson Vincent Bindschaedler Sophie Jorg Sean Sheikholeslam Kevin R. B. Butler Eakta Jain PICV 91 0 0 29 Jul 2025
C-AAE: Compressively Anonymizing Autoencoders for Privacy-Preserving Activity Recognition in Healthcare Sensor Streams Ryusei Fujimoto Yugo Nakamura Yutaka Arakawa PICV 60 0 0 24 Jul 2025
Non-Adaptive Adversarial Face Generation Sunpill Kim Seunghun Paik Chanwoo Hwang Minsu Kim Jae Hong Seo AAML PICV 32 0 0 16 Jul 2025
IDFace: Face Template Protection for Efficient and Secure Identification Sunpill Kim Seunghun Paik Chanwoo Hwang Dongsoo Kim Junbum Shin Jae Hong Seo PICV 31 0 0 16 Jul 2025
Learning Private Representations through Entropy-based Adversarial Training Tassilo Klein Moin Nabi PICV 41 0 0 14 Jul 2025
De-Fake: Style based Anomaly Deepfake Detection Sudev Kumar Padhi Harshit Kumar Umesh Kashyap Sk. Subidh Ali PICV 57 0 0 04 Jul 2025
Privacy-preserving Preselection for Face Identification Based on Packing Rundong Xin Taotao Wang Jin Wang Chonghe Zhao Jing Wang PICV 83 0 0 03 Jul 2025
Identifying Physically Realizable Triggers for Backdoored Face Recognition NetworksInternational Conference on Information Photonics (ICIP), 2021 Ankita Raj Ambar Pal Chetan Arora AAML PICV 36 6 0 24 Jun 2025
Restoring Gaussian Blurred Face Images for Deanonymization Attacks Haoyu Zhai S. Wang Pirouz Naghavi Qingying Hao Gang Wang DiffM CVBM PICV 149 0 0 14 Jun 2025
EgoPrivacy: What Your First-Person Camera Says About You? Yijiang Li Genpei Zhang Jiacheng Cheng Yi Li Xiaojun Shan Dashan Gao J. Lyu Yuan Li Ning Bi Nuno Vasconcelos EgoV PICV 37 6 0 13 Jun 2025
Assessing the Use of Face Swapping Methods as Face Anonymizers in VideosInternational Conference on Digital Signal Processing (DSP), 2025 Mustafa İzzet Muştu Hazım Kemal Ekenel PICV CVBM 215 0 0 27 May 2025
Faster Rates for Private Adversarial Bandits Hilal Asi Vinod Raman Kunal Talwar PICV FedML 146 0 0 27 May 2025
Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark Ruiyang Xia Dawei Zhou Decheng Liu Lin Yuan Jie Li N. Wang X. Gao PICV 329 0 0 25 May 2025
Pura: An Efficient Privacy-Preserving Solution for Face RecognitionIEEE Transactions on Cloud Computing (TCC), 2025 Guotao Xu Bowen Zhao Yang Xiao Yantao Zhong Liang Zhai Qingqi Pei PICV 131 0 0 21 May 2025
Diffusion-based Adversarial Identity Manipulation for Facial Privacy Protection Liqin Wang Qianyue Hu Wei Lu Xiangyang Luo DiffM AAML PICV 201 2 0 30 Apr 2025
Human-Imperceptible Physical Adversarial Attack for NIR Face Recognition Models Songyan Xie Jinghang Wen Encheng Su Qiucheng Yu AAML PICV 89 0 0 22 Apr 2025
Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization Nazia Aslam Kamal Nasrollahi PICV 111 0 0 19 Apr 2025
Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints Guanyu Wang Kaidi Wang Yihao Huang Mingyi Zhou Zhang Qing cnwatcher Geguang Pu Li Li DiffM PICV 177 0 0 17 Apr 2025
Anti-Aesthetics: Protecting Facial Privacy against Customized Text-to-Image Synthesis Songping Wang Yueming Lyu Shiqi Liu Ning Li Tong Tong Hao Sun Caifeng Shan PICV 231 0 0 16 Apr 2025
FaceCloak: Learning to Protect Face TemplatesIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Sudipta Banerjee Anubhav Jain Chinmay Hegde N. Memon CVBM PICV 213 0 0 08 Apr 2025
Security Analysis of Thumbnail-Preserving Image Encryption and a New Framework Dong Xie Zhiyang Li Shuangxi Guo Fulong Chen Peng Hu PICV 73 0 0 08 Apr 2025
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping Tianyi Wang Harry Cheng Xiao Zhang Yinglong Wang PICV 199 3 0 24 Mar 2025
NullFace: Training-Free Localized Face Anonymization Han-Wei Kung Tuomas Varanka Terence Sim Andrii Zadaianchuk DiffM PICV 165 2 0 11 Mar 2025
Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial AttacksComputer Vision and Pattern Recognition (CVPR), 2025 Junying Wang Hongyuan Zhang Yuan Yuan AAML PICV 184 12 0 11 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 177 0 0 03 Mar 2025
FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation Li Wang Zheng Li Wei Wei R. Beyah Shanqing Guo PICV AAML 180 2 0 15 Feb 2025
iFADIT: Invertible Face Anonymization via Disentangled Identity TransformPattern Recognition (Pattern Recogn.), 2025 Lin Yuan Kai Liang Xiong Li Tao Wu N. Wang Xinbo Gao CVBM PICV 110 0 0 17 Jan 2025
SlerpFace: Face Template Protection via Spherical Linear InterpolationAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhizhou Zhong Yuxi Mi Yanhua Huang Jianqing Xu Guodong Mu Shouhong Ding Jingyun Zhang Rizen Guo Yunsheng Wu Shuigeng Zhou AAML PICV 257 8 0 03 Jan 2025
ErasableMask: A Robust and Erasable Privacy Protection Scheme against Black-box Face Recognition Models Sipeng Shen Yunming Zhang Dengpan Ye Xiuwen Shi Long Tang Haoran Duan Yueyun Shang Zhihong Tian AAML PICV 368 0 0 22 Dec 2024
Novel AI Camera Camouflage: Face Cloaking Without Full Disguise David Noever Forrest McKee PICV 729 0 0 18 Dec 2024
Local Features Meet Stochastic Anonymization: Revolutionizing Privacy-Preserving Face Recognition for Black-Box Models Yuanwei Liu Chengyu Jia Ruqi Xiao Xuemai Jia Hui Wei Kui Jiang Zheng Wang PICV CVBM 94 1 0 11 Dec 2024
FaceTracer: Unveiling Source Identities from Swapped Face Images and Videos for Fraud PreventionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zhongyi Zhang Jing Zhang Wenbo Zhou Xinghui Zhou Qing Guo Weinan Zhang Minlie Huang Nenghai Yu PICV 194 1 0 11 Dec 2024
Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection Delong Zhu Rui Wang Baoyuan Wu Jiaran Zhou Liang Luo Siwei Lyu AAML PICV 85 3 0 02 Dec 2024
Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks Wenhan Dong Chao Lin Xinlei He Xinyi Huang Shengmin Xu PICV 215 0 0 02 Dec 2024

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