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Addresses privacy concerns in computer vision applications. Develops methods to protect personal data while enabling useful functionalities.
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 Privacy Blur: Quantifying Privacy and Utility for Image Data Release Saeed Mahloujifar Narine Kokhlikyan Chuan Guo Kamalika Chaudhuri | |||
 BLANKET: Anonymizing Faces in Infant Video RecordingsInternational Conference on Development and Learning (ICDL), 2025 Ditmar Hadera Jan Cech Miroslav Purkrabek Matej Hoffmann | |||
JPEGs Just Got Snipped: Croppable Signatures Against Deepfake Images Pericle Perazzo Massimiliano Mattei Giuseppe Anastasi Marco Avvenuti Gianluca Dini Giuseppe Lettieri Carlo Vallati | |||
 PerFace: Metric Learning in Perceptual Facial Similarity for Enhanced Face AnonymizationInternational Conference on Information Photonics (ICIP), 2025 | |||
 CryptoFace: End-to-End Encrypted Face RecognitionComputer Vision and Pattern Recognition (CVPR), 2025 | |||
 Non-Adaptive Adversarial Face Generation Sunpill Kim Seunghun Paik Chanwoo Hwang Minsu Kim Jae Hong Seo | |||
 IDFace: Face Template Protection for Efficient and Secure Identification Sunpill Kim Seunghun Paik Chanwoo Hwang Dongsoo Kim Junbum Shin Jae Hong Seo | |||
 Learning Private Representations through Entropy-based Adversarial Training Tassilo Klein Moin Nabi | |||
 De-Fake: Style based Anomaly Deepfake Detection Sudev Kumar Padhi Harshit Kumar Umesh Kashyap Sk. Subidh Ali | |||
 Privacy-preserving Preselection for Face Identification Based on Packing Rundong Xin Taotao Wang Jin Wang Chonghe Zhao Jing Wang | |||
 Identifying Physically Realizable Triggers for Backdoored Face Recognition NetworksInternational Conference on Information Photonics (ICIP), 2021 Ankita Raj Ambar Pal Chetan Arora | |||
 Assessing the Use of Face Swapping Methods as Face Anonymizers in VideosInternational Conference on Digital Signal Processing (DSP), 2025 | |||
 Pura: An Efficient Privacy-Preserving Solution for Face RecognitionIEEE Transactions on Cloud Computing (TCC), 2025 | |||
 FaceCloak: Learning to Protect Face TemplatesIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 | |||
Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial AttacksComputer Vision and Pattern Recognition (CVPR), 2025 | |||
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