On the Reconstruction of Face Images from Deep Face Templates

2 March 2017

Papers citing "On the Reconstruction of Face Images from Deep Face Templates"

28 / 28 papers shown

Title
SONNI: Secure Oblivious Neural Network Inference Luke Sperling S. Kulkarni 24 0 0 26 Apr 2025
Diffusion-Driven Universal Model Inversion Attack for Face Recognition H. Wang Shuo Wang Chun-Shien Lu Isao Echizen 87 0 0 25 Apr 2025
FaceCloak: Learning to Protect Face Templates Sudipta Banerjee Anubhav Jain Chinmay Hegde N. Memon CVBM PICV 51 0 0 08 Apr 2025
Cancelable Biometric Template Generation Using Random Feature Vector Transformations Ragendhu Sp Tony Thomas Sabu Emmanuel 60 1 0 19 Mar 2025
Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations Kathleen Anderson Thomas Martinetz CVBM 73 0 0 12 Mar 2025
CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning Weiqi Wang Chenhan Zhang Zhiyi Tian Shushu Liu Shui Yu MU 47 0 0 27 Feb 2025
SlerpFace: Face Template Protection via Spherical Linear Interpolation Zhizhou Zhong Yuxi Mi Y. Huang Jianqing Xu Guodong Mu Shouhong Ding Jingyun Zhang Rizen Guo Yunsheng Wu Shuigeng Zhou AAML PICV 85 5 0 03 Jan 2025
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption Seewoo Lee Garam Lee Jung Woo Kim Junbum Shin Mun-Kyu Lee 36 26 0 21 Mar 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 37 13 0 19 Mar 2024
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance Ilana Sebag Muni Sreenivas Pydi Jean-Yves Franceschi Alain Rakotomamonjy Mike Gartrell Jamal Atif Alexandre Allauzen 24 2 0 13 Dec 2023
Heterogeneous Federated Learning: State-of-the-art and Research Challenges Mang Ye Xiuwen Fang Bo Du PongChi Yuen Dacheng Tao FedML AAML 39 244 0 20 Jul 2023
On the Adversarial Inversion of Deep Biometric Representations Gioacchino Tangari Shreesh Keskar Hassan Jameel Asghar Dali Kaafar AAML 31 2 0 12 Apr 2023
Deep Learning in the Field of Biometric Template Protection: An Overview Christian Rathgeb Jascha Kolberg A. Uhl Christoph Busch 29 7 0 05 Mar 2023
Digital Privacy Under Attack: Challenges and Enablers Baobao Song Mengyue Deng Shiva Raj Pokhrel Qiujun Lan R. Doss Gang Li AAML 39 3 0 18 Feb 2023
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 54 4 0 19 Oct 2022
Privacy Attacks Against Biometric Models with Fewer Samples: Incorporating the Output of Multiple Models Sohaib Ahmad Benjamin Fuller Kaleel Mahmood AAML 19 0 0 22 Sep 2022
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition Thanh-Dat Truong C. Duong Ngan Le Marios Savvides Khoa Luu CVBM 72 9 0 11 Sep 2022
Fingerprint Template Invertibility: Minutiae vs. Deep Templates Kanishka P. Wijewardena Steven A. Grosz Kai Cao A.K. Jain 24 10 0 08 May 2022
The Brazilian Data at Risk in the Age of AI? R. F. D. S. Teixeira R. B. Januzi F. Faria 14 1 0 03 May 2022
Assessing Privacy Risks from Feature Vector Reconstruction Attacks Emily Wenger Francesca Falzon Josephine Passananti Haitao Zheng Ben Y. Zhao AAML 24 3 0 11 Feb 2022
Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques Vedrana Krivokuća Hahn S´ebastien Marcel CVBM 24 29 0 11 Oct 2021
Towards Protecting Face Embeddings in Mobile Face Verification Scenarios Vedrana Krivokuća Hahn S´ebastien Marcel CVBM AAML 32 17 0 01 Oct 2021
Deep Face Fuzzy Vault: Implementation and Performance Christian Rathgeb J. Merkle Johanna Scholz Benjamin Tams Vanessa Nesterowicz CVBM 37 45 0 04 Feb 2021
Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings Mihai Dusmanu Johannes L. Schonberger Sudipta N. Sinha Marc Pollefeys PICV 44 9 0 11 Jun 2020
HERS: Homomorphically Encrypted Representation Search Joshua J. Engelsma Anil K. Jain Vishnu Naresh Boddeti 38 50 0 27 Mar 2020
Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition C. Duong Thanh-Dat Truong Kha Gia Quach Hung Bui Kaushik Roy Khoa Luu CVBM 13 52 0 16 Mar 2020
Scalable Facial Image Compression with Deep Feature Reconstruction Shurun Wang Shiqi Wang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao CVBM 17 28 0 14 Mar 2019
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 250 921 0 03 Dec 2014