Defeating Image Obfuscation with Deep Learning

1 September 2016

Papers citing "Defeating Image Obfuscation with Deep Learning"

20 / 20 papers shown

Title
Enhancing User-Centric Privacy Protection: An Interactive Framework through Diffusion Models and Machine Unlearning Huaxi Huang Xin Yuan Qiyu Liao Dadong Wang Tongliang Liu DiffM 37 0 0 05 Sep 2024
A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective Xianghua Xie Chen Hu Hanchi Ren Jingjing Deng FedML AAML 50 19 0 27 Nov 2023
Face Encryption via Frequency-Restricted Identity-Agnostic Attacks Xinjie Dong Rui Wang Siyuan Liang Aishan Liu Lihua Jing AAML PICV 32 8 0 11 Aug 2023
Attribute-preserving Face Dataset Anonymization via Latent Code Optimization Simone Barattin Christos Tzelepis Ioannis Patras N. Sebe PICV CVBM 27 43 0 20 Mar 2023
Fantômas: Understanding Face Anonymization Reversibility Julian Todt Simon Hanisch Thorsten Strufe PICV CVBM 31 4 0 19 Oct 2022
Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability Zhao Song Yitan Wang Zheng Yu Licheng Zhang FedML 23 28 0 15 Oct 2022
Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection Simin Li Huangxinxin Xu Jiakai Wang Aishan Liu Fazhi He Xianglong Liu Dacheng Tao AAML 26 5 0 23 Aug 2022
Content-Aware Differential Privacy with Conditional Invertible Neural Networks Malte Tolle Ullrich Kothe F. André B. Meder Sandy Engelhardt 25 5 0 29 Jul 2022
Privacy Enhancement for Cloud-Based Few-Shot Learning Archit Parnami Muhammad Usama Liyue Fan Minwoo Lee 27 1 0 10 May 2022
Superstring-Based Sequence Obfuscation to Thwart Pattern Matching Attacks Bo Guan Nazanin Takbiri Dennis Goeckel Amir Houmansadr H. Pishro-Nik 30 4 0 27 Aug 2021
DP-Image: Differential Privacy for Image Data in Feature Space Hanyu Xue Bo Liu Ming Ding Tianqing Zhu Dayong Ye Li-Na Song Wanlei Zhou 15 33 0 12 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
IdentityDP: Differential Private Identification Protection for Face Images Yunqian Wen Li-Na Song Bo Liu Ming Ding Rong Xie PICV 43 62 0 02 Mar 2021
Towards Face Encryption by Generating Adversarial Identity Masks Xiao Yang Yinpeng Dong Tianyu Pang Hang Su Jun Zhu YueFeng Chen H. Xue AAML PICV 37 72 0 15 Mar 2020
A Utility-Preserving GAN for Face Obscuration Hanxiang Hao David Guera A. Reibman Edward J. Delp CVBM PICV 19 15 0 27 Jun 2019
Distribution Discrepancy Maximization for Image Privacy Preserving Sen Liu Jianxin Lin Zhibo Chen 17 1 0 18 Nov 2018
Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study Zhenyu Wu Zhangyang Wang Zhaowen Wang Hailin Jin AAML PICV 26 153 0 22 Jul 2018
On Low-Resolution Face Recognition in the Wild: Comparisons and New Techniques Pei Li Loreto Prieto Domingo Mery Patrick Flynn CVBM 33 151 0 29 May 2018
Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective Seong Joon Oh Mario Fritz Bernt Schiele CVBM AAML 331 160 0 28 Mar 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 40 1,377 0 24 Feb 2017